pacman::p_load(olsrr, corrplot, ggpubr, sf, spdep, GWmodel, tmap, tidyverse, gtsummary)7A: Calibrating Hedonic Pricing Model for Private Highrise Property with GWR Method
In this exercise, we will learn to build hedonic pricing models for private high-rise property using Geographically Weighted Regression (GWR) methods to account for non-stationary variables.
1 Exercise 7A Reference
2 Overview
In this exercise, we will learn to build hedonic pricing models for private high-rise property using Geographically Weighted Regression (GWR) methods to account for non-stationary variables.
Geographically weighted regression (GWR) is a spatial statistical technique that takes non-stationary variables into consideration (e.g., climate; demographic factors; physical environment characteristics) and models the local relationships between these independent variables and an outcome of interest (also known as dependent variable).
In this exercise, The dependent variable is the resale prices of condominium in 2015. The independent variables are divided into either structural and locational.
We will be using the GWmodel package. It provides a collection of localised spatial statistical methods, namely: GW summary statistics, GW principal components analysis, GW discriminant analysis and various forms of GW regression; some of which are provided in basic and robust (outlier resistant) forms. Commonly, outputs or parameters of the GWmodel are mapped to provide a useful exploratory tool, which can often precede (and direct) a more traditional or sophisticated statistical analysis.
3 Learning Outcome
- Understand the basics of geographically weighted regression (GWR).
- Build and evaluate hedonic pricing models using GWR.
- Convert geospatial and aspatial data into appropriate formats for analysis.
- Perform exploratory data analysis (EDA) using statistical graphics.
- Visualize the model outputs and spatial patterns using various R packages.
- Assess spatial autocorrelation and other statistical properties of model residuals.
- Compare and interpret fixed and adaptive bandwidth GWR models.
4 The Data
The following 2 datasets will be used in this study:
| Data Set | Description | Format |
|---|---|---|
| MP14_SUBZONE_WEB_PL | URA Master Plan 2014’s planning subzone boundaries represented as polygon features. | ESRI Shapefile |
| condo_resale_2015.csv | Data on condominium resale prices in 2015, including structural and locational attributes. | CSV |
5 Installing and Launching the R Packages
The following R packages will be used in this exercise:
| Package | Purpose | Use Case in Exercise |
|---|---|---|
| sf | Manages, processes, and manipulates vector-based geospatial data. | Handling and converting geospatial data such as the URA Master Plan boundaries. |
| GWmodel | Calibrates geographically weighted models for local spatial analysis. | Building hedonic pricing models using fixed and adaptive bandwidth GWR methods. |
| olsrr | Performs diagnostics and builds better multiple linear regression models. | Testing for multicollinearity, normality, and linearity of the regression model. |
| corrplot | Provides visual tools to explore data correlation matrices. | Visualizing relationships between independent variables in the dataset. |
| tmap | Creates static and interactive thematic maps using cartographic quality elements. | Visualizing the geospatial distribution of condominium resale prices and other model outputs. |
| tidyverse | A collection of packages for data science tasks such as data manipulation, visualization, and modeling. | Importing CSV files, wrangling data, and performing data transformations and visualizations. |
| ggpubr | Enhances ‘ggplot2’ for easier ‘publication-ready’ plots. | Creating small multiple histograms and scatterplots for exploratory data analysis. |
To install and load these packages, use the following code:
6 Geospatial Data Wrangling
6.1 Importing Geospatial Data
To import MP_SUBZONE_WEB_PL shapefile:
mpsz = st_read(dsn = "data/geospatial", layer = "MP14_SUBZONE_WEB_PL")Reading layer `MP14_SUBZONE_WEB_PL' from data source
`/Users/walter/code/isss626/isss626-gaa/Hands-on_Ex/Hands-on_Ex07/data/geospatial'
using driver `ESRI Shapefile'
Simple feature collection with 323 features and 15 fields
Geometry type: MULTIPOLYGON
Dimension: XY
Bounding box: xmin: 2667.538 ymin: 15748.72 xmax: 56396.44 ymax: 50256.33
Projected CRS: SVY21
The output above shows that the R object used to contain the imported MP14_SUBZONE_WEB_PL shapefile is called mpsz and it is a simple feature object. The geometry type is multipolygon. It is also important to note that mpsz simple feature object does not have EPSG information.
6.2 Updating CRS Information
The code below updates the newly imported mpsz with the correct ESPG code (i.e. 3414)
mpsz_svy21 <- st_transform(mpsz, 3414)
st_crs(mpsz_svy21)Coordinate Reference System:
User input: EPSG:3414
wkt:
PROJCRS["SVY21 / Singapore TM",
BASEGEOGCRS["SVY21",
DATUM["SVY21",
ELLIPSOID["WGS 84",6378137,298.257223563,
LENGTHUNIT["metre",1]]],
PRIMEM["Greenwich",0,
ANGLEUNIT["degree",0.0174532925199433]],
ID["EPSG",4757]],
CONVERSION["Singapore Transverse Mercator",
METHOD["Transverse Mercator",
ID["EPSG",9807]],
PARAMETER["Latitude of natural origin",1.36666666666667,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8801]],
PARAMETER["Longitude of natural origin",103.833333333333,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8802]],
PARAMETER["Scale factor at natural origin",1,
SCALEUNIT["unity",1],
ID["EPSG",8805]],
PARAMETER["False easting",28001.642,
LENGTHUNIT["metre",1],
ID["EPSG",8806]],
PARAMETER["False northing",38744.572,
LENGTHUNIT["metre",1],
ID["EPSG",8807]]],
CS[Cartesian,2],
AXIS["northing (N)",north,
ORDER[1],
LENGTHUNIT["metre",1]],
AXIS["easting (E)",east,
ORDER[2],
LENGTHUNIT["metre",1]],
USAGE[
SCOPE["Cadastre, engineering survey, topographic mapping."],
AREA["Singapore - onshore and offshore."],
BBOX[1.13,103.59,1.47,104.07]],
ID["EPSG",3414]]
Notice that the EPSG: is indicated as 3414 now.
6.3 Revealing the Extent of mpsz_svy21
To reveal the extent of mpsz_svy21:
st_bbox(mpsz_svy21) #view extent xmin ymin xmax ymax
2667.538 15748.721 56396.440 50256.334
7 Aspatial Data Wrangling
7.1 Importing Aspatial Data
The condo_resale_2015 is in csv file format. The codes chunk below uses read_csv() function of readr package to import condo_resale_2015 into R as a tibble data frame called condo_resale.
condo_resale = read_csv("data/aspatial/Condo_resale_2015.csv")
glimpse(condo_resale)Rows: 1,436
Columns: 23
$ LATITUDE <dbl> 1.287145, 1.328698, 1.313727, 1.308563, 1.321437,…
$ LONGITUDE <dbl> 103.7802, 103.8123, 103.7971, 103.8247, 103.9505,…
$ POSTCODE <dbl> 118635, 288420, 267833, 258380, 467169, 466472, 3…
$ SELLING_PRICE <dbl> 3000000, 3880000, 3325000, 4250000, 1400000, 1320…
$ AREA_SQM <dbl> 309, 290, 248, 127, 145, 139, 218, 141, 165, 168,…
$ AGE <dbl> 30, 32, 33, 7, 28, 22, 24, 24, 27, 31, 17, 22, 6,…
$ PROX_CBD <dbl> 7.941259, 6.609797, 6.898000, 4.038861, 11.783402…
$ PROX_CHILDCARE <dbl> 0.16597932, 0.28027246, 0.42922669, 0.39473543, 0…
$ PROX_ELDERLYCARE <dbl> 2.5198118, 1.9333338, 0.5021395, 1.9910316, 1.121…
$ PROX_URA_GROWTH_AREA <dbl> 6.618741, 7.505109, 6.463887, 4.906512, 6.410632,…
$ PROX_HAWKER_MARKET <dbl> 1.76542207, 0.54507614, 0.37789301, 1.68259969, 0…
$ PROX_KINDERGARTEN <dbl> 0.05835552, 0.61592412, 0.14120309, 0.38200076, 0…
$ PROX_MRT <dbl> 0.5607188, 0.6584461, 0.3053433, 0.6910183, 0.528…
$ PROX_PARK <dbl> 1.1710446, 0.1992269, 0.2779886, 0.9832843, 0.116…
$ PROX_PRIMARY_SCH <dbl> 1.6340256, 0.9747834, 1.4715016, 1.4546324, 0.709…
$ PROX_TOP_PRIMARY_SCH <dbl> 3.3273195, 0.9747834, 1.4715016, 2.3006394, 0.709…
$ PROX_SHOPPING_MALL <dbl> 2.2102717, 2.9374279, 1.2256850, 0.3525671, 1.307…
$ PROX_SUPERMARKET <dbl> 0.9103958, 0.5900617, 0.4135583, 0.4162219, 0.581…
$ PROX_BUS_STOP <dbl> 0.10336166, 0.28673408, 0.28504777, 0.29872340, 0…
$ NO_Of_UNITS <dbl> 18, 20, 27, 30, 30, 31, 32, 32, 32, 32, 34, 34, 3…
$ FAMILY_FRIENDLY <dbl> 0, 0, 0, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0…
$ FREEHOLD <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1…
$ LEASEHOLD_99YR <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
| LATITUDE | LONGITUDE | POSTCODE | SELLING_PRICE | AREA_SQM | AGE | PROX_CBD | PROX_CHILDCARE | PROX_ELDERLYCARE | PROX_URA_GROWTH_AREA | PROX_HAWKER_MARKET | PROX_KINDERGARTEN | PROX_MRT | PROX_PARK | PROX_PRIMARY_SCH | PROX_TOP_PRIMARY_SCH | PROX_SHOPPING_MALL | PROX_SUPERMARKET | PROX_BUS_STOP | NO_Of_UNITS | FAMILY_FRIENDLY | FREEHOLD | LEASEHOLD_99YR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.287145 | 103.7802 | 118635 | 3000000 | 309 | 30 | 7.9412588 | 0.1659793 | 2.5198118 | 6.6187407 | 1.7654221 | 0.0583555 | 0.5607188 | 1.1710446 | 1.6340256 | 3.3273195 | 2.2102717 | 0.9103958 | 0.1033617 | 18 | 0 | 1 | 0 |
| 1.328698 | 103.8123 | 288420 | 3880000 | 290 | 32 | 6.6097971 | 0.2802725 | 1.9333338 | 7.5051087 | 0.5450761 | 0.6159241 | 0.6584461 | 0.1992269 | 0.9747834 | 0.9747834 | 2.9374279 | 0.5900617 | 0.2867341 | 20 | 0 | 1 | 0 |
| 1.313727 | 103.7971 | 267833 | 3325000 | 248 | 33 | 6.8979999 | 0.4292267 | 0.5021395 | 6.4638866 | 0.3778930 | 0.1412031 | 0.3053433 | 0.2779886 | 1.4715016 | 1.4715016 | 1.2256850 | 0.4135583 | 0.2850478 | 27 | 0 | 1 | 0 |
| 1.308563 | 103.8247 | 258380 | 4250000 | 127 | 7 | 4.0388614 | 0.3947354 | 1.9910316 | 4.9065124 | 1.6825997 | 0.3820008 | 0.6910183 | 0.9832843 | 1.4546324 | 2.3006394 | 0.3525671 | 0.4162219 | 0.2987234 | 30 | 0 | 1 | 0 |
| 1.321437 | 103.9505 | 467169 | 1400000 | 145 | 28 | 11.7834021 | 0.1194666 | 1.1212570 | 6.4106317 | 0.5647840 | 0.4609739 | 0.5289100 | 0.1164202 | 0.7094603 | 0.7094603 | 1.3077767 | 0.5810551 | 0.3449276 | 30 | 0 | 1 | 0 |
| 1.314198 | 103.9386 | 466472 | 1320000 | 139 | 22 | 10.2635447 | 0.1253106 | 0.7892980 | 5.0921600 | 0.7812047 | 0.0993928 | 0.3196637 | 0.4102575 | 0.8495039 | 0.8495039 | 1.2078267 | 1.1630128 | 0.0723636 | 31 | 1 | 1 | 0 |
| 1.319357 | 103.8371 | 309502 | 3410000 | 218 | 24 | 4.2431523 | 0.3261674 | 1.3303714 | 5.1829872 | 0.8367438 | 0.1576035 | 0.6370617 | 0.4173627 | 0.2259482 | 2.8089149 | 0.7525446 | 0.2527034 | 0.3159742 | 32 | 1 | 1 | 0 |
| 1.322667 | 103.9480 | 468497 | 1420000 | 141 | 24 | 11.5727792 | 0.1621672 | 0.8126411 | 6.1419978 | 0.7844803 | 0.3018756 | 0.5334337 | 0.1255406 | 0.6378889 | 0.6378889 | 1.0013344 | 0.7326623 | 0.2882007 | 32 | 0 | 1 | 0 |
| 1.277498 | 103.7937 | 118450 | 2025000 | 165 | 27 | 6.4623024 | 0.1226780 | 1.8219777 | 6.7823855 | 0.3146667 | 0.8826895 | 0.3038065 | 0.2725850 | 1.6431472 | 3.3898014 | 0.9381038 | 0.9381038 | 0.1744165 | 32 | 1 | 1 | 0 |
| 1.316472 | 103.8026 | 268157 | 2550000 | 168 | 31 | 6.5220714 | 0.6093627 | 1.0400260 | 6.9670298 | 0.3335888 | 0.3695278 | 0.5406332 | 0.4791223 | 0.7878561 | 0.7878561 | 1.9082494 | 1.0544407 | 0.3581550 | 32 | 1 | 0 | 0 |
| 1.318634 | 103.9054 | 416558 | 927000 | 112 | 17 | 7.1330116 | 0.2198907 | 1.7969858 | 1.3816656 | 0.2273095 | 0.3680385 | 0.2834047 | 0.6248280 | 0.6246920 | 2.0917090 | 1.2575209 | 0.3588075 | 0.1417785 | 34 | 0 | 1 | 0 |
| 1.299148 | 103.8850 | 439089 | 1305000 | 89 | 22 | 4.0923569 | 0.1119126 | 0.3949609 | 2.2816127 | 0.3732629 | 0.1386336 | 0.1714775 | 0.2696114 | 0.2534107 | 0.2534107 | 1.0115173 | 0.9800599 | 0.0378338 | 34 | 0 | 1 | 0 |
| 1.300664 | 103.8239 | 249617 | 8200000 | 302 | 6 | 3.5824670 | 0.7369021 | 1.1901918 | 4.3745536 | 1.2273202 | 0.5592659 | 0.2001982 | 1.4054766 | 1.0401793 | 2.8203816 | 0.4730372 | 0.6360675 | 0.0118307 | 35 | 0 | 1 | 0 |
| 1.321887 | 103.9467 | 466671 | 970000 | 97 | 31 | 11.4035345 | 0.0794375 | 0.7119040 | 5.9880787 | 0.6693315 | 0.1440100 | 0.5959318 | 0.1992095 | 0.5041911 | 0.5041911 | 0.8903817 | 0.6213338 | 0.1190808 | 36 | 0 | 1 | 0 |
| 1.317356 | 103.8336 | 259709 | 2400000 | 164 | 21 | 4.2081595 | 0.2756745 | 1.7235429 | 5.1440218 | 0.8663477 | 0.2266050 | 0.6369332 | 0.4215396 | 0.2292861 | 2.8580633 | 1.1122671 | 0.2489496 | 0.1284966 | 37 | 0 | 1 | 0 |
| 1.307136 | 103.8262 | 258371 | 4850000 | 216 | 18 | 3.8124831 | 0.2279692 | 1.8049128 | 4.6803130 | 1.5750138 | 0.3965485 | 0.5953065 | 1.1879130 | 1.5794904 | 2.5252700 | 0.1261041 | 0.1963790 | 0.1190050 | 39 | 0 | 1 | 0 |
| 1.314694 | 103.8322 | 259792 | 3100000 | 177 | 12 | 4.0296742 | 0.4609791 | 1.9934467 | 4.9585186 | 0.8492915 | 0.5592714 | 0.6525788 | 0.7226026 | 0.5505769 | 2.7654053 | 0.8563343 | 0.5062948 | 0.2342751 | 40 | 0 | 1 | 0 |
| 1.341648 | 103.9605 | 488067 | 1300000 | 152 | 21 | 13.7202572 | 0.1617229 | 0.2682766 | 7.9527551 | 1.8201687 | 0.2423631 | 0.1037349 | 0.3043831 | 0.9806890 | 2.0424526 | 0.8460385 | 0.8453546 | 0.1659319 | 40 | 0 | 0 | 0 |
| 1.312249 | 103.9152 | 425569 | 1317500 | 148 | 22 | 7.7574548 | 0.3417516 | 0.8290803 | 2.5510218 | 0.7258363 | 0.2214244 | 0.5945603 | 0.2883118 | 0.7625710 | 1.6872281 | 1.3933110 | 0.9294241 | 0.2862397 | 41 | 0 | 1 | 0 |
| 1.310248 | 103.8279 | 259945 | 15844000 | 368 | 1 | 3.9262533 | 0.2880536 | 2.1305255 | 4.8220470 | 1.3028486 | 0.7498951 | 0.7647225 | 1.2957683 | 1.2210835 | 2.4947825 | 0.3419318 | 0.2984839 | 0.3705066 | 43 | 1 | 1 | 0 |
| 1.327399 | 103.8124 | 288411 | 1668000 | 116 | 18 | 6.4933093 | 0.2027487 | 1.9539435 | 7.3851386 | 0.4083609 | 0.4820829 | 0.6111407 | 0.2334541 | 0.8574388 | 0.8574388 | 2.8026488 | 0.4668026 | 0.2377837 | 43 | 0 | 1 | 0 |
| 1.296350 | 103.8414 | 238352 | 1830000 | 129 | 22 | 1.7717222 | 0.2086491 | 0.9528865 | 2.6859057 | 0.9162715 | 1.3259236 | 0.5299836 | 0.4189915 | 0.6349649 | 3.0333032 | 0.4520046 | 0.3343266 | 0.2176689 | 43 | 0 | 1 | 0 |
| 1.320179 | 103.9550 | 466609 | 1000000 | 136 | 24 | 12.2093916 | 0.1411150 | 1.6426434 | 6.9075052 | 0.0518171 | 0.4148850 | 0.1744784 | 0.3704123 | 1.1037575 | 1.1037575 | 1.7638753 | 0.1768234 | 0.0316529 | 43 | 0 | 1 | 0 |
| 1.338060 | 103.7699 | 598008 | 1340000 | 133 | 31 | 10.8853693 | 0.1993094 | 2.0193975 | 3.1183706 | 0.6997000 | 0.3150845 | 0.7585258 | 0.1488652 | 0.3537929 | 2.8361996 | 0.9830921 | 0.8427420 | 0.1075840 | 43 | 0 | 0 | 1 |
| 1.337920 | 103.7703 | 598010 | 900000 | 115 | 31 | 10.8332937 | 0.2414682 | 2.0162684 | 3.1671202 | 0.6527774 | 0.2660456 | 0.7197332 | 0.1717035 | 0.4023635 | 2.7943549 | 0.9328604 | 0.8094788 | 0.1595130 | 43 | 0 | 0 | 1 |
| 1.306570 | 103.8203 | 258502 | 8575376 | 258 | 5 | 4.2849944 | 0.8882157 | 1.9598767 | 5.1082827 | 1.9495496 | 0.3191474 | 0.1554199 | 0.6677492 | 1.7331634 | 2.0880010 | 0.4430678 | 0.7521826 | 0.1116310 | 46 | 0 | 1 | 0 |
| 1.308758 | 103.8368 | 229717 | 3828000 | 199 | 13 | 3.1985245 | 0.2169503 | 1.3214046 | 4.1309721 | 0.4759004 | 0.7410439 | 0.4405248 | 0.8151664 | 0.5100243 | 3.4678365 | 0.3788550 | 0.5552805 | 0.2707585 | 46 | 0 | 1 | 0 |
| 1.377973 | 103.9579 | 509032 | 1080000 | 121 | 22 | 15.7832167 | 0.4276667 | 1.1636313 | 6.8719611 | 3.6007817 | 0.0448290 | 1.1067121 | 0.6388114 | 0.6162428 | 0.8116088 | 1.0889582 | 0.3515299 | 0.0980696 | 48 | 0 | 0 | 0 |
| 1.377754 | 103.9581 | 509039 | 1090000 | 123 | 22 | 15.7855348 | 0.4084043 | 1.1449097 | 6.9046641 | 3.5863173 | 0.0761149 | 1.1163178 | 0.6664487 | 0.5930824 | 0.7772790 | 1.0960908 | 0.3842740 | 0.1137024 | 48 | 0 | 0 | 0 |
| 1.377851 | 103.9582 | 509042 | 1080000 | 123 | 22 | 15.8048465 | 0.4157673 | 1.1590631 | 6.9145162 | 3.5673208 | 0.0655536 | 1.1357229 | 0.6809604 | 0.6051296 | 0.7756794 | 1.1155757 | 0.3941765 | 0.1318220 | 48 | 0 | 0 | 0 |
| 1.302843 | 103.8987 | 437830 | 1980000 | 152 | 4 | 5.6584360 | 0.1015229 | 1.1944377 | 1.8020162 | 0.8090423 | 0.2754160 | 0.4366961 | 0.3321279 | 0.3421261 | 1.4860668 | 0.4830675 | 0.4830675 | 0.0632490 | 50 | 0 | 1 | 0 |
| 1.302996 | 103.8988 | 437831 | 1440000 | 134 | 4 | 5.6742513 | 0.0850668 | 1.1961973 | 1.7897642 | 0.7893092 | 0.2596157 | 0.4563378 | 0.3519025 | 0.3223892 | 1.4837623 | 0.4696533 | 0.4696533 | 0.0659795 | 50 | 0 | 1 | 0 |
| 1.315453 | 103.7769 | 276957 | 5100000 | 322 | 30 | 9.0087544 | 0.3801710 | 0.9610933 | 4.3181267 | 0.6872390 | 0.3866838 | 0.5001290 | 0.4055776 | 0.8250513 | 0.8250513 | 1.4053719 | 0.6171547 | 0.1429713 | 51 | 1 | 1 | 0 |
| 1.324413 | 103.8072 | 269031 | 1750000 | 96 | 10 | 6.6662691 | 0.3682380 | 1.4579499 | 7.2872746 | 0.7674758 | 0.4129947 | 0.2164585 | 0.1907682 | 0.3994780 | 0.3994780 | 2.8508290 | 0.3462177 | 0.1900708 | 52 | 1 | 0 | 0 |
| 1.312760 | 103.8983 | 429974 | 1510000 | 111 | 10 | 6.1119518 | 0.1624090 | 1.1694463 | 0.8284685 | 0.3949773 | 0.1978583 | 0.8284685 | 0.1596256 | 0.5043505 | 1.1365568 | 0.4528023 | 0.3251943 | 0.2599622 | 52 | 0 | 1 | 0 |
| 1.314847 | 103.8086 | 257536 | 5236000 | 278 | 13 | 5.8780452 | 0.2800540 | 1.4570682 | 6.6942271 | 0.3606291 | 0.4123974 | 0.3017179 | 0.5490874 | 0.6778983 | 0.6778983 | 2.0299198 | 1.0089010 | 0.2819982 | 53 | 0 | 1 | 0 |
| 1.316088 | 103.7761 | 276958 | 2900000 | 191 | 31 | 9.1178020 | 0.3933021 | 0.8512255 | 4.2072539 | 0.6180222 | 0.4975439 | 0.6025018 | 0.5148787 | 0.9026888 | 0.9026888 | 1.3217716 | 0.5450239 | 0.1224302 | 54 | 1 | 1 | 0 |
| 1.298811 | 103.8882 | 438051 | 3225000 | 207 | 3 | 4.4090430 | 0.1052599 | 0.6906684 | 2.2017752 | 0.6171182 | 0.2968586 | 0.2894142 | 0.2722533 | 0.6132494 | 0.6132494 | 1.3651406 | 1.0887509 | 0.1537302 | 55 | 0 | 1 | 0 |
| 1.318438 | 103.9067 | 417771 | 1400000 | 129 | 20 | 7.2394798 | 0.1756752 | 1.7080527 | 1.5204848 | 0.3399418 | 0.4477863 | 0.4209541 | 0.7109188 | 0.6771173 | 2.2124496 | 1.3835767 | 0.4681705 | 0.0819241 | 55 | 0 | 1 | 0 |
| 1.311694 | 103.8905 | 438686 | 750000 | 65 | 21 | 5.3306957 | 0.2913577 | 0.4787379 | 0.7573199 | 0.6674969 | 0.6674968 | 0.4560692 | 0.2537037 | 0.2719762 | 0.2719762 | 0.5849291 | 0.3740725 | 0.0423407 | 55 | 1 | 1 | 0 |
| 1.317341 | 103.9110 | 426323 | 1149000 | 122 | 11 | 7.5883759 | 0.2405024 | 1.4217478 | 1.9985555 | 0.8150189 | 0.3356274 | 0.4554123 | 0.4308946 | 0.7647539 | 1.8336049 | 1.4896328 | 0.7170847 | 0.1612881 | 56 | 0 | 1 | 0 |
| 1.316899 | 103.8345 | 259811 | 1700000 | 117 | 21 | 4.1169069 | 0.2827850 | 1.7110046 | 5.0538974 | 0.7587115 | 0.2534046 | 0.5285718 | 0.4915900 | 0.2104747 | 2.9638554 | 1.0145620 | 0.1621082 | 0.1321545 | 57 | 0 | 1 | 0 |
| 1.347110 | 103.7758 | 589318 | 1080000 | 117 | 15 | 10.9557004 | 0.3660803 | 2.4550004 | 4.0385857 | 0.8498704 | 0.2762405 | 0.6655278 | 0.3441209 | 1.0024268 | 3.4808307 | 0.9643589 | 0.5305272 | 0.3057168 | 58 | 0 | 0 | 1 |
| 1.379225 | 103.9635 | 509506 | 1107500 | 227 | 18 | 16.3448472 | 0.1473107 | 1.5364581 | 7.3805933 | 2.9698907 | 0.5948117 | 1.7259682 | 1.2577007 | 0.7754398 | 0.7754398 | 1.6982385 | 0.9397711 | 0.0145270 | 58 | 0 | 0 | 0 |
| 1.315236 | 103.8272 | 259830 | 2200000 | 115 | 6 | 4.3972407 | 0.1937735 | 2.3660928 | 5.3090218 | 1.3984251 | 0.9198801 | 0.5333445 | 0.8601828 | 0.6734328 | 2.2150625 | 0.8991761 | 0.4967308 | 0.1577848 | 59 | 0 | 1 | 0 |
| 1.313779 | 103.8250 | 258361 | 3300000 | 179 | 6 | 4.4279439 | 0.0964495 | 2.5528711 | 5.3244126 | 1.6092293 | 0.9351276 | 0.6993236 | 1.0240380 | 0.8929571 | 2.0411270 | 0.8228999 | 0.7050832 | 0.2600923 | 60 | 0 | 1 | 0 |
| 1.360169 | 103.8308 | 576438 | 1900000 | 156 | 23 | 8.7636589 | 0.1426707 | 1.1837686 | 8.3481370 | 1.1314948 | 0.1570916 | 0.3711603 | 0.1197925 | 1.3850783 | 1.3850783 | 0.6073059 | 0.6073059 | 0.1130738 | 60 | 0 | 1 | 0 |
| 1.296752 | 103.8369 | 238142 | 4091520 | 198 | 3 | 2.1580648 | 0.3195760 | 1.0773153 | 3.0288928 | 0.7994082 | 0.8654827 | 0.4319241 | 0.4833788 | 0.3230941 | 2.7763178 | 0.4260576 | 0.2246862 | 0.1123298 | 61 | 0 | 1 | 0 |
| 1.316097 | 103.8279 | 259844 | 3180000 | 171 | 7 | 4.4256121 | 0.2066949 | 2.2426350 | 5.3427695 | 1.3490879 | 0.8058532 | 0.4649139 | 0.7706666 | 0.5721155 | 2.2667834 | 0.9850820 | 0.4070784 | 0.2295203 | 62 | 0 | 1 | 0 |
| 1.315819 | 103.9449 | 466580 | 1315000 | 109 | 7 | 10.9811811 | 0.3681088 | 1.0625052 | 5.7764596 | 1.0188710 | 0.5611962 | 0.5064202 | 0.5466776 | 0.1991840 | 0.1991840 | 1.1960420 | 1.0016434 | 0.0390332 | 62 | 0 | 1 | 0 |
| 1.324159 | 103.8071 | 269030 | 2680000 | 149 | 8 | 6.6560556 | 0.3958164 | 1.4569364 | 7.2793950 | 0.7786461 | 0.4155474 | 0.2426240 | 0.1790956 | 0.3759401 | 0.3759401 | 2.8277179 | 0.3533552 | 0.2181930 | 62 | 0 | 0 | 0 |
| 1.312866 | 103.9046 | 424968 | 880000 | 58 | 9 | 6.7319067 | 0.1468682 | 1.3636516 | 1.4152511 | 0.4936288 | 0.0631169 | 0.7793774 | 0.3678181 | 0.2655469 | 1.8410223 | 0.8160126 | 0.6929358 | 0.1377138 | 62 | 0 | 1 | 0 |
| 1.313318 | 103.9043 | 424980 | 690000 | 60 | 9 | 6.7218474 | 0.1469060 | 1.4259089 | 1.3595730 | 0.5116805 | 0.1239356 | 0.7225003 | 0.3110992 | 0.2678488 | 1.8083535 | 0.8670158 | 0.6366266 | 0.0742758 | 62 | 0 | 1 | 0 |
| 1.378111 | 103.9575 | 509050 | 1430000 | 211 | 3 | 15.7584629 | 0.4382127 | 1.1705621 | 6.8234084 | 3.6393449 | 0.0468945 | 1.0745836 | 0.5907885 | 0.6320859 | 0.8533228 | 1.0597230 | 0.3029683 | 0.0723849 | 63 | 0 | 0 | 1 |
| 1.378136 | 103.9574 | 509051 | 1030000 | 109 | 3 | 15.7557667 | 0.4407045 | 1.1723448 | 6.8168011 | 3.6440986 | 0.0503518 | 1.0709203 | 0.5845127 | 0.6351291 | 0.8593360 | 1.0564951 | 0.2963632 | 0.0715350 | 63 | 0 | 0 | 1 |
| 1.318329 | 103.8403 | 309767 | 2988000 | 131 | 1 | 4.0139584 | 0.0877085 | 1.1613968 | 4.9516384 | 0.6881920 | 0.1185307 | 0.4412915 | 0.2304516 | 0.5680468 | 2.6617547 | 0.3802392 | 0.3802392 | 0.1596572 | 64 | 0 | 1 | 0 |
| 1.304245 | 103.8377 | 229657 | 4770000 | 197 | 2 | 2.7235282 | 0.2811295 | 1.0588686 | 3.6486182 | 0.9011388 | 1.0057762 | 0.4327223 | 0.8776203 | 0.7070310 | 3.5554670 | 0.1537994 | 0.3870950 | 0.2258765 | 64 | 0 | 1 | 0 |
| 1.304331 | 103.8380 | 229720 | 5787000 | 235 | 2 | 2.7118931 | 0.3175151 | 1.0256810 | 3.6387617 | 0.8850184 | 1.0421883 | 0.4346161 | 0.8568168 | 0.6793696 | 3.5791724 | 0.1783068 | 0.4227495 | 0.2493710 | 64 | 0 | 1 | 0 |
| 1.341737 | 103.7734 | 599717 | 1138000 | 112 | 11 | 10.8015205 | 0.1029238 | 2.3089093 | 3.5868325 | 0.3889306 | 0.1512527 | 0.2993334 | 0.2385093 | 0.5097394 | 3.0081982 | 0.6692606 | 0.3159907 | 0.1543511 | 64 | 0 | 0 | 1 |
| 1.321100 | 103.9562 | 486365 | 880000 | 89 | 15 | 12.3662184 | 0.3027003 | 1.7382121 | 7.0419080 | 0.1167053 | 0.3873819 | 0.1036753 | 0.2728136 | 1.2583700 | 1.2583700 | 1.6123930 | 0.0781462 | 0.0968464 | 64 | 1 | 0 | 1 |
| 1.295191 | 103.8269 | 248743 | 3175000 | 167 | 1 | 3.0040210 | 0.1269810 | 0.4992987 | 3.7461597 | 0.5718985 | 0.2357446 | 0.7452532 | 0.7334555 | 0.5725391 | 2.2346639 | 0.5891435 | 0.2382882 | 0.1803191 | 65 | 0 | 1 | 0 |
| 1.318970 | 103.9064 | 417786 | 1018000 | 80 | 8 | 7.2480849 | 0.1833036 | 1.7416381 | 1.4963268 | 0.2838182 | 0.3848242 | 0.3783910 | 0.7297846 | 0.6125628 | 2.2099709 | 1.3762198 | 0.4092250 | 0.1328785 | 65 | 0 | 1 | 0 |
| 1.300499 | 103.8285 | 238568 | 10000000 | 284 | 4 | 3.1486449 | 0.3697518 | 1.0472334 | 3.9776408 | 0.9537688 | 0.1326846 | 0.4526811 | 1.1140656 | 1.1361486 | 2.8438235 | 0.5377173 | 0.5844655 | 0.1535437 | 66 | 1 | 1 | 0 |
| 1.297098 | 103.8399 | 239106 | 3950000 | 241 | 9 | 1.9485499 | 0.1284756 | 1.0241113 | 2.8534133 | 0.9837983 | 1.1999877 | 0.3962910 | 0.5031712 | 0.5334331 | 2.9917166 | 0.3893497 | 0.1401304 | 0.1367320 | 66 | 0 | 1 | 0 |
| 1.323071 | 103.8415 | 308729 | 1130000 | 81 | 16 | 4.4820396 | 0.2329869 | 0.7811367 | 5.4142550 | 1.2292017 | 0.5597957 | 0.4263265 | 0.1711727 | 0.4489804 | 2.1733467 | 0.3965166 | 0.3965166 | 0.0545693 | 66 | 0 | 1 | 0 |
| 1.290403 | 103.7749 | 118699 | 1390000 | 137 | 21 | 8.5554920 | 0.5631712 | 1.8877787 | 5.9672486 | 1.8986062 | 0.4329533 | 1.1123256 | 1.2425968 | 1.6743720 | 3.1128829 | 1.7538275 | 1.0807452 | 0.0624567 | 67 | 1 | 1 | 0 |
| 1.310617 | 103.8005 | 278735 | 1950000 | 157 | 25 | 6.3990320 | 0.1419998 | 0.4449888 | 6.9412671 | 0.4020093 | 0.5018944 | 0.4866296 | 0.5630930 | 1.1987718 | 1.4284738 | 1.4038699 | 0.5720078 | 0.0953965 | 67 | 1 | 1 | 0 |
| 1.343826 | 103.7688 | 598435 | 1124000 | 111 | 19 | 11.3446327 | 0.1695991 | 1.7579679 | 3.1835231 | 0.9341630 | 0.4686980 | 0.8495602 | 0.3439206 | 0.7506855 | 3.4412348 | 1.2228342 | 0.8286432 | 0.0506545 | 69 | 0 | 1 | 0 |
| 1.303028 | 103.8271 | 247855 | 8090000 | 376 | 1 | 3.4425222 | 0.3861051 | 1.3396895 | 4.2846858 | 1.2709328 | 0.2793394 | 0.3921083 | 1.4308633 | 1.3599638 | 2.8960357 | 0.3701686 | 0.2784712 | 0.0943377 | 70 | 0 | 1 | 0 |
| 1.324654 | 103.8414 | 307674 | 2250000 | 264 | 10 | 4.6554138 | 0.4019099 | 0.6106220 | 5.5868235 | 1.3642233 | 0.6355819 | 0.5805071 | 0.1534995 | 0.3672940 | 2.0577197 | 0.5342104 | 0.5342104 | 0.0846923 | 70 | 0 | 1 | 0 |
| 1.324615 | 103.8411 | 307686 | 1530000 | 98 | 10 | 4.6576277 | 0.4060568 | 0.6209502 | 5.5896773 | 1.3803899 | 0.6453140 | 0.5897438 | 0.1801081 | 0.3934790 | 2.0798578 | 0.5467844 | 0.5467844 | 0.1113013 | 70 | 0 | 1 | 0 |
| 1.324811 | 103.8409 | 307687 | 1810000 | 116 | 10 | 4.6859811 | 0.4370203 | 0.6082322 | 5.6185550 | 1.4099415 | 0.6317101 | 0.6235846 | 0.2076831 | 0.4149887 | 2.0868174 | 0.5821413 | 0.5821413 | 0.1386465 | 70 | 0 | 1 | 0 |
| 1.330634 | 103.8089 | 287164 | 2750000 | 244 | 36 | 7.0209815 | 0.3864694 | 1.5678840 | 7.4163194 | 0.9243902 | 0.8144035 | 0.5286891 | 0.1192006 | 1.0782656 | 1.0782656 | 3.3049958 | 0.2535725 | 0.4758933 | 70 | 0 | 1 | 0 |
| 1.330674 | 103.8096 | 287566 | 1320000 | 97 | 36 | 6.9713390 | 0.4381721 | 1.6466987 | 7.4949386 | 0.8808818 | 0.8446505 | 0.5708460 | 0.1324790 | 1.0915004 | 1.0915004 | 3.2697634 | 0.3275042 | 0.5086202 | 70 | 0 | 1 | 0 |
| 1.379222 | 103.9639 | 509456 | 1030000 | 103 | 5 | 16.3801573 | 0.1911607 | 1.5624290 | 7.4235379 | 2.9268597 | 0.6408136 | 1.7685830 | 1.3041436 | 0.7830678 | 0.7830678 | 1.7399640 | 0.9862780 | 0.0321943 | 71 | 0 | 0 | 0 |
| 1.302456 | 103.8248 | 248648 | 4534000 | 300 | 31 | 3.6079946 | 0.5846458 | 1.3359432 | 4.4266596 | 1.3278958 | 0.4059334 | 0.1345639 | 1.3475355 | 1.2462225 | 2.7649576 | 0.2927162 | 0.4157321 | 0.1764364 | 71 | 1 | 0 | 1 |
| 1.281968 | 103.7840 | 118864 | 1520000 | 92 | 1 | 7.5101844 | 0.2006085 | 2.4541226 | 7.3331180 | 1.0632779 | 0.2634393 | 0.2419822 | 0.6305842 | 2.0928183 | 3.8723869 | 2.1304210 | 1.4004507 | 0.0713841 | 72 | 0 | 1 | 0 |
| 1.291414 | 103.7689 | 117503 | 1340000 | 120 | 10 | 9.2272502 | 1.1070415 | 1.5456032 | 5.4938511 | 1.4687493 | 0.2506422 | 1.7403392 | 0.8395223 | 2.1496779 | 3.2951767 | 1.3882883 | 1.1535131 | 0.0335101 | 72 | 0 | 1 | 0 |
| 1.291812 | 103.7694 | 117504 | 1630000 | 147 | 10 | 9.1751565 | 1.0636927 | 1.5139806 | 5.4875061 | 1.4488042 | 0.1962209 | 1.6792196 | 0.8143443 | 2.0789948 | 3.2283654 | 1.3585868 | 1.1080245 | 0.0324086 | 72 | 0 | 1 | 0 |
| 1.291475 | 103.7686 | 117506 | 880000 | 74 | 10 | 9.2616659 | 1.1011999 | 1.5330108 | 5.4699216 | 1.4508025 | 0.2842959 | 1.7731990 | 0.8089809 | 2.1762826 | 3.3070215 | 1.3748654 | 1.1488941 | 0.0398044 | 72 | 0 | 1 | 0 |
| 1.322644 | 103.9551 | 486364 | 855000 | 91 | 17 | 12.3070164 | 0.3490111 | 1.5801731 | 6.9273657 | 0.2576337 | 0.1765826 | 0.3145207 | 0.2330059 | 1.2110113 | 1.2110113 | 1.5279679 | 0.1349108 | 0.0864929 | 72 | 1 | 0 | 1 |
| 1.278095 | 103.7934 | 117755 | 2408888 | 204 | 29 | 6.4935992 | 0.1989520 | 1.8158188 | 6.8226761 | 0.3289472 | 0.8259632 | 0.3119305 | 0.3038572 | 1.6887050 | 3.4336396 | 1.0017870 | 1.0017870 | 0.2317775 | 72 | 1 | 1 | 0 |
| 1.278798 | 103.7935 | 117756 | 2420000 | 188 | 29 | 6.4740882 | 0.2620885 | 1.7634683 | 6.8134203 | 0.3971509 | 0.8201649 | 0.3774385 | 0.3706849 | 1.6884499 | 3.4295401 | 1.0294397 | 1.0294397 | 0.3105629 | 72 | 1 | 1 | 0 |
| 1.280240 | 103.7923 | 119520 | 3637000 | 334 | 31 | 6.6011473 | 0.3677267 | 1.8103328 | 6.9614583 | 0.4899098 | 0.6673896 | 0.4627812 | 0.2668506 | 1.8585092 | 3.5893039 | 1.2335651 | 1.2335651 | 0.4156375 | 72 | 0 | 1 | 0 |
| 1.279438 | 103.7936 | 119522 | 4000000 | 325 | 31 | 6.4530242 | 0.3245284 | 1.7140216 | 6.8016837 | 0.4644187 | 0.8255594 | 0.4432651 | 0.3877694 | 1.6874210 | 3.4233215 | 1.0557599 | 1.0557599 | 0.3828205 | 72 | 0 | 1 | 0 |
| 1.311814 | 103.8370 | 228232 | 5718000 | 322 | 6 | 3.4889935 | 0.1675798 | 1.5027394 | 4.4258226 | 0.2766640 | 0.4715149 | 0.1364373 | 0.6985755 | 0.5570790 | 3.3621109 | 0.6227753 | 0.6403206 | 0.0594343 | 73 | 0 | 1 | 0 |
| 1.311909 | 103.8368 | 228239 | 2180000 | 162 | 6 | 3.5064484 | 0.1675642 | 1.5175902 | 4.4430663 | 0.2927752 | 0.4658575 | 0.1449265 | 0.7152105 | 0.5775336 | 3.3421854 | 0.6220372 | 0.6267269 | 0.0673427 | 73 | 0 | 1 | 0 |
| 1.437344 | 103.8250 | 758930 | 950000 | 118 | 8 | 17.2733386 | 0.0992226 | 0.3159110 | 4.2854412 | 0.7496622 | 0.4383672 | 0.8364141 | 0.3132072 | 0.9549666 | 1.5760889 | 0.5027145 | 0.5027145 | 0.0913900 | 73 | 0 | 1 | 0 |
| 1.335553 | 103.7696 | 599427 | 1040000 | 97 | 16 | 10.7605304 | 0.1997569 | 1.7414317 | 3.0510912 | 0.8342320 | 0.4669669 | 0.9402234 | 0.1596292 | 0.3748309 | 2.6291546 | 1.0758956 | 1.0467205 | 0.2796826 | 74 | 0 | 1 | 0 |
| 1.335545 | 103.7697 | 599428 | 880000 | 78 | 16 | 10.7461037 | 0.2158719 | 1.7445019 | 3.0674442 | 0.8206379 | 0.4555772 | 0.9284241 | 0.1661845 | 0.3892504 | 2.6183464 | 1.0607452 | 1.0359698 | 0.2854570 | 74 | 0 | 1 | 0 |
| 1.308425 | 103.9096 | 429099 | 980000 | 105 | 7 | 7.0232610 | 0.3901618 | 0.6186657 | 2.1380434 | 0.7407384 | 0.0459501 | 0.4412268 | 0.4098744 | 0.2127652 | 2.4083896 | 0.6459452 | 0.8202033 | 0.1063625 | 76 | 0 | 1 | 0 |
| 1.296434 | 103.8911 | 437906 | 2250000 | 164 | 23 | 4.6197481 | 0.3155735 | 1.1012215 | 2.4090895 | 1.0304244 | 0.3750217 | 0.6074036 | 0.4227970 | 0.9726440 | 0.9726440 | 1.5513577 | 1.4628403 | 0.0960883 | 76 | 1 | 1 | 0 |
| 1.326506 | 103.8126 | 288383 | 1850000 | 118 | 4 | 6.4003775 | 0.2191342 | 1.9940464 | 7.2903382 | 0.3077054 | 0.3828948 | 0.5117807 | 0.3132285 | 0.7946785 | 0.7946785 | 2.7012941 | 0.4038295 | 0.1410954 | 77 | 0 | 1 | 0 |
| 1.312328 | 103.9082 | 425612 | 1668888 | 129 | 5 | 7.0602805 | 0.2651787 | 1.0423885 | 1.8092128 | 0.7825556 | 0.0876420 | 0.8408681 | 0.5556993 | 0.6294381 | 2.2359598 | 0.8562649 | 1.0867419 | 0.1306698 | 78 | 0 | 1 | 0 |
| 1.312350 | 103.9084 | 425781 | 2080000 | 188 | 5 | 7.0749013 | 0.2509934 | 1.0352041 | 1.8225166 | 0.7973420 | 0.1017138 | 0.8436496 | 0.5428909 | 0.6447443 | 2.2511936 | 0.8656011 | 1.1002019 | 0.1442995 | 78 | 0 | 1 | 0 |
| 1.369547 | 103.7651 | 679692 | 1327000 | 112 | 6 | 13.5110438 | 0.1011696 | 1.0421785 | 4.7723080 | 3.5520364 | 0.3839507 | 0.0527794 | 0.1270646 | 0.4539424 | 5.7582829 | 0.6903128 | 1.0805974 | 0.1259255 | 78 | 0 | 0 | 0 |
| 1.369149 | 103.7654 | 679693 | 1520000 | 164 | 6 | 13.4569011 | 0.1435268 | 1.0609408 | 4.7525097 | 3.4994860 | 0.3343372 | 0.0898577 | 0.1808614 | 0.3991365 | 5.7676860 | 0.6512994 | 1.0301917 | 0.1683868 | 78 | 0 | 0 | 0 |
| 1.312570 | 103.9145 | 425562 | 1087500 | 81 | 6 | 7.7052804 | 0.3463712 | 0.8554854 | 2.4713594 | 0.7706222 | 0.1444797 | 0.6320610 | 0.3113329 | 0.7479858 | 1.7214026 | 1.3524909 | 0.9994152 | 0.3468167 | 79 | 0 | 1 | 0 |
| 1.312570 | 103.9145 | 425602 | 1410000 | 109 | 6 | 7.7052804 | 0.3463712 | 0.8554854 | 2.4713594 | 0.7706222 | 0.1444797 | 0.6320610 | 0.3113329 | 0.7479858 | 1.7214026 | 1.3524909 | 0.9994152 | 0.3468167 | 79 | 0 | 1 | 0 |
| 1.313389 | 103.9141 | 425603 | 1140000 | 101 | 6 | 7.7028482 | 0.4269527 | 0.9440936 | 2.4070315 | 0.8683429 | 0.1308811 | 0.7273181 | 0.2199234 | 0.7236478 | 1.7035016 | 1.3724525 | 1.0426516 | 0.3932189 | 79 | 0 | 1 | 0 |
| 1.300196 | 103.8851 | 439069 | 1425000 | 112 | 10 | 4.1612167 | 0.0623807 | 0.3244456 | 2.1663193 | 0.2754115 | 0.1023198 | 0.2703872 | 0.2845144 | 0.3064637 | 0.3064637 | 0.9977144 | 0.8648181 | 0.1046293 | 79 | 0 | 1 | 0 |
| 1.294586 | 103.8267 | 249441 | 2319000 | 145 | 14 | 2.9991215 | 0.1761612 | 0.4501546 | 3.7289599 | 0.5594503 | 0.1733882 | 0.7675385 | 0.7096620 | 0.5065953 | 2.1649060 | 0.5970097 | 0.1733660 | 0.1369226 | 80 | 1 | 1 | 0 |
| 1.278687 | 103.7874 | 118571 | 1108000 | 92 | 21 | 7.1509107 | 0.2284795 | 2.3724953 | 7.4905564 | 0.5404585 | 0.2053520 | 0.5204158 | 0.1808147 | 2.3576801 | 4.1028315 | 1.6423380 | 1.6423380 | 0.0720582 | 80 | 0 | 1 | 0 |
| 1.356772 | 103.8759 | 545551 | 872000 | 98 | 3 | 8.5279981 | 0.1693538 | 0.4379002 | 4.6968004 | 1.1554721 | 0.3527223 | 0.8575618 | 0.6691393 | 0.7894064 | 1.7896496 | 0.4894392 | 0.6539117 | 0.0364634 | 81 | 0 | 1 | 0 |
| 1.314441 | 103.8280 | 259847 | 4100000 | 291 | 29 | 4.2719812 | 0.2851355 | 2.3653382 | 5.1847457 | 1.2906469 | 0.8903221 | 0.6413693 | 0.9372242 | 0.7557712 | 2.3279300 | 0.8010147 | 0.5903772 | 0.0882421 | 81 | 0 | 1 | 0 |
| 1.324353 | 103.7997 | 266338 | 2785000 | 192 | 10 | 7.3002277 | 0.2068215 | 0.7385435 | 6.4625043 | 1.1163678 | 0.3256249 | 0.7706204 | 0.3656210 | 1.0139553 | 1.0139553 | 2.3115011 | 0.8328145 | 0.6055126 | 82 | 0 | 1 | 0 |
| 1.323875 | 103.7997 | 269187 | 2100000 | 120 | 10 | 7.2638974 | 0.2500706 | 0.7794811 | 6.4755446 | 1.0711015 | 0.3289203 | 0.8220048 | 0.3570863 | 0.9907623 | 0.9907623 | 2.2698285 | 0.8805068 | 0.6487707 | 82 | 0 | 1 | 0 |
| 1.312753 | 103.8288 | 259985 | 2200000 | 148 | 16 | 4.0693187 | 0.3124364 | 2.3152303 | 4.9801262 | 1.1785166 | 0.9510251 | 0.8473493 | 1.0475751 | 0.9474703 | 2.4754753 | 0.6128422 | 0.5677828 | 0.1704826 | 82 | 1 | 1 | 0 |
| 1.312737 | 103.8290 | 259986 | 6000000 | 422 | 16 | 4.0586080 | 0.3276528 | 2.3010948 | 4.9699874 | 1.1632785 | 0.9423579 | 0.8541244 | 1.0422020 | 0.9507505 | 2.4902156 | 0.6121848 | 0.5671671 | 0.1552479 | 82 | 1 | 1 | 0 |
| 1.268430 | 103.8246 | 99200 | 3100000 | 228 | 32 | 3.4439282 | 0.4307279 | 0.6984550 | 3.4481654 | 0.5475493 | 0.5538372 | 0.5353388 | 1.0435067 | 0.7582543 | 0.7582543 | 0.4095329 | 0.5315634 | 0.0482607 | 84 | 0 | 1 | 0 |
| 1.313498 | 103.7937 | 268685 | 900000 | 47 | 6 | 7.2170436 | 0.3369992 | 0.5838083 | 6.1213635 | 0.2899458 | 0.2797183 | 0.3781815 | 0.2845364 | 1.1277222 | 1.1277222 | 0.9417178 | 0.3881907 | 0.1207546 | 85 | 0 | 1 | 0 |
| 1.298432 | 103.8256 | 249570 | 6960000 | 351 | 32 | 3.2985506 | 0.4283883 | 0.8880115 | 4.0768550 | 0.9199134 | 0.4403117 | 0.4961787 | 1.0969899 | 0.8238252 | 2.5777878 | 0.7448353 | 0.6165883 | 0.1198295 | 86 | 1 | 1 | 0 |
| 1.296710 | 103.8934 | 437920 | 5525000 | 307 | 22 | 4.8814894 | 0.2533337 | 1.3064301 | 2.3690236 | 1.2299720 | 0.4592990 | 0.4977676 | 0.2233555 | 1.2216065 | 1.2216065 | 1.3150152 | 1.3150152 | 0.1096866 | 87 | 1 | 1 | 0 |
| 1.313728 | 103.9378 | 465521 | 2050000 | 190 | 4 | 10.1625830 | 0.1316951 | 0.8245941 | 5.0084041 | 0.7915437 | 0.1925525 | 0.3881889 | 0.4052778 | 0.9521609 | 0.9521609 | 1.2686733 | 1.2405012 | 0.0922593 | 88 | 0 | 1 | 0 |
| 1.314126 | 103.9375 | 465522 | 2000000 | 165 | 4 | 10.1420400 | 0.0919322 | 0.7769097 | 4.9674443 | 0.7414328 | 0.1977640 | 0.4350154 | 0.3496546 | 0.9676504 | 0.9676504 | 1.2306266 | 1.2126964 | 0.0392209 | 88 | 0 | 1 | 0 |
| 1.313883 | 103.9375 | 465523 | 2250000 | 203 | 4 | 10.1350639 | 0.1173505 | 0.8039323 | 4.9718786 | 0.7677671 | 0.2201293 | 0.4261475 | 0.3752552 | 0.9765713 | 0.9765713 | 1.2568717 | 1.2369223 | 0.0662439 | 88 | 0 | 1 | 0 |
| 1.313249 | 103.9377 | 465884 | 2600000 | 236 | 4 | 10.1309810 | 0.1847151 | 0.8757583 | 4.9986218 | 0.7369847 | 0.2244965 | 0.3959999 | 0.4479352 | 0.9900745 | 0.9900745 | 1.3234039 | 1.2956619 | 0.1385962 | 88 | 0 | 1 | 0 |
| 1.280673 | 103.7853 | 117489 | 1190000 | 94 | 7 | 7.3719445 | 0.0754377 | 2.4178012 | 7.5355152 | 0.8611298 | 0.0606261 | 0.4261857 | 0.4385015 | 2.2275570 | 4.0181409 | 1.9408951 | 1.5547011 | 0.0938825 | 88 | 0 | 1 | 0 |
| 1.280822 | 103.7855 | 117490 | 1680000 | 162 | 7 | 7.3529750 | 0.0997436 | 2.3933098 | 7.5343354 | 0.8572637 | 0.0605503 | 0.4356977 | 0.4283076 | 2.2106240 | 4.0022370 | 1.9305808 | 1.5405876 | 0.1024390 | 88 | 0 | 1 | 0 |
| 1.281030 | 103.7856 | 117491 | 1500000 | 117 | 7 | 7.3338044 | 0.1280848 | 2.3649360 | 7.5281809 | 0.8584422 | 0.0762047 | 0.4440548 | 0.4224480 | 2.1873020 | 3.9798899 | 1.9232363 | 1.5202670 | 0.1146939 | 88 | 0 | 1 | 0 |
| 1.280665 | 103.7857 | 117493 | 1200000 | 90 | 7 | 7.3253570 | 0.1173090 | 2.3812756 | 7.5659198 | 0.8242197 | 0.0347234 | 0.4687871 | 0.3951671 | 2.2277115 | 4.0207795 | 1.8975375 | 1.5618363 | 0.1194564 | 88 | 0 | 1 | 0 |
| 1.280509 | 103.7855 | 117494 | 858000 | 49 | 7 | 7.3544651 | 0.0851442 | 2.4142279 | 7.5612596 | 0.8354325 | 0.0352697 | 0.4508532 | 0.4147748 | 2.2453411 | 4.0369480 | 1.9169275 | 1.5750426 | 0.1174131 | 88 | 0 | 1 | 0 |
| 1.290944 | 103.7744 | 118707 | 688000 | 47 | 7 | 8.6155989 | 0.6376926 | 1.8082674 | 5.8861115 | 1.8173564 | 0.3651500 | 1.1494485 | 1.1611880 | 1.6753504 | 3.0753806 | 1.6735131 | 1.1074712 | 0.1069071 | 88 | 0 | 1 | 0 |
| 1.290959 | 103.7741 | 118709 | 1544000 | 186 | 7 | 8.6482245 | 0.6680327 | 1.7908883 | 5.8650704 | 1.7960379 | 0.3328031 | 1.1807852 | 1.1391039 | 1.6992270 | 3.0855165 | 1.6547326 | 1.1373054 | 0.0788202 | 88 | 0 | 1 | 0 |
| 1.300484 | 103.8304 | 238539 | 3300000 | 209 | 11 | 2.9757754 | 0.1789359 | 1.0627008 | 3.8218038 | 0.9074157 | 0.1875041 | 0.3384159 | 0.9873355 | 0.9804255 | 2.8866689 | 0.4148290 | 0.5260137 | 0.1992690 | 88 | 0 | 1 | 0 |
| 1.322124 | 103.9585 | 486356 | 1025000 | 124 | 15 | 12.6455738 | 0.5821835 | 1.9657425 | 7.3038702 | 0.3912492 | 0.5389860 | 0.2146589 | 0.1484711 | 1.5375224 | 1.5375224 | 1.4064274 | 0.3146712 | 0.3623210 | 88 | 1 | 0 | 1 |
| 1.318815 | 103.7800 | 278698 | 1830000 | 143 | 11 | 8.8476370 | 0.1343838 | 1.1026188 | 4.4836714 | 1.1349588 | 0.5379080 | 0.8439845 | 0.3719200 | 0.5116449 | 0.5116449 | 1.6292678 | 0.6729838 | 0.1509559 | 89 | 1 | 0 | 1 |
| 1.334902 | 103.7835 | 589632 | 2900000 | 188 | 23 | 9.4453896 | 0.1985535 | 1.4322540 | 4.5877229 | 0.9723552 | 0.6835783 | 0.0970216 | 0.2930292 | 0.2385810 | 2.0018301 | 0.6955056 | 0.1937825 | 0.1561377 | 90 | 1 | 1 | 0 |
| 1.243200 | 103.8371 | 98393 | 3300000 | 203 | 5 | 4.7940346 | 3.1253267 | 3.6453817 | 4.1420255 | 3.6673039 | 0.7390535 | 3.1282516 | 0.5290579 | 3.6115601 | 3.8365899 | 2.7545859 | 0.5291094 | 2.0132917 | 91 | 0 | 0 | 1 |
| 1.242975 | 103.8366 | 98395 | 4134444 | 226 | 5 | 4.8337311 | 3.1131595 | 3.6784402 | 4.1868345 | 3.6678997 | 0.7912971 | 3.1205341 | 0.4972378 | 3.6410208 | 3.8420274 | 2.7528741 | 0.5777987 | 1.9965799 | 91 | 0 | 0 | 1 |
| 1.313925 | 103.8397 | 307943 | 3060000 | 113 | 6 | 3.5767000 | 0.3416702 | 1.1670103 | 4.5164565 | 0.1949684 | 0.1317208 | 0.1898149 | 0.4283743 | 0.5310398 | 3.1000367 | 0.5841821 | 0.5821948 | 0.0930663 | 91 | 0 | 1 | 0 |
| 1.294657 | 103.8211 | 249046 | 1680000 | 118 | 22 | 3.5787302 | 0.3817843 | 0.8613969 | 4.2631353 | 0.8235319 | 0.6849349 | 0.7320753 | 0.8450467 | 0.4587871 | 2.1794592 | 1.1306658 | 0.6704766 | 0.3852706 | 92 | 0 | 1 | 0 |
| 1.294288 | 103.8210 | 249047 | 3500000 | 218 | 22 | 3.5741688 | 0.3404308 | 0.8197591 | 4.2517258 | 0.7820916 | 0.6847421 | 0.6955669 | 0.8111109 | 0.4320860 | 2.1404520 | 1.1038188 | 0.6698574 | 0.3432909 | 92 | 0 | 1 | 0 |
| 1.327590 | 103.9119 | 417611 | 1260000 | 116 | 9 | 8.2898016 | 0.2475240 | 0.6872123 | 2.3539023 | 0.6625849 | 0.3004023 | 0.7405145 | 0.3161206 | 0.3832020 | 1.7579247 | 2.2941700 | 0.4372606 | 0.0308307 | 93 | 1 | 1 | 0 |
| 1.331388 | 103.7944 | 279889 | 1966110 | 94 | 27 | 8.2509877 | 0.3572026 | 0.2767490 | 5.7994863 | 2.0961773 | 0.3549007 | 0.3222270 | 0.9305154 | 1.3252124 | 1.9218196 | 1.9365797 | 0.1647584 | 0.0712594 | 93 | 1 | 1 | 0 |
| 1.330977 | 103.7938 | 279888 | 2600000 | 202 | 28 | 8.2675399 | 0.4062597 | 0.2535940 | 5.7423669 | 2.0961662 | 0.2934516 | 0.3755855 | 0.9047224 | 1.2739266 | 1.9018553 | 1.9042636 | 0.2065521 | 0.1445489 | 93 | 1 | 1 | 0 |
| 1.301222 | 103.8238 | 249631 | 5200000 | 212 | 7 | 3.6262729 | 0.7607822 | 1.2516900 | 4.4237692 | 1.2830846 | 0.4959067 | 0.1368700 | 1.3765743 | 1.1016313 | 2.7969295 | 0.4111765 | 0.5921169 | 0.0730068 | 95 | 0 | 1 | 0 |
| 1.301219 | 103.8241 | 249633 | 4150000 | 164 | 7 | 3.5943039 | 0.7357418 | 1.2355101 | 4.3944760 | 1.2590995 | 0.5046787 | 0.1481226 | 1.4000749 | 1.1029378 | 2.8207297 | 0.4123915 | 0.5711278 | 0.0779503 | 95 | 0 | 1 | 0 |
| 1.320009 | 103.8251 | 257872 | 1965000 | 116 | 14 | 4.9654161 | 0.2413558 | 2.2409351 | 5.8820568 | 1.3039039 | 1.0544802 | 0.0704029 | 0.3988792 | 0.3578819 | 1.8839890 | 1.4687594 | 0.2536276 | 0.1069630 | 95 | 1 | 1 | 0 |
| 1.346275 | 103.8795 | 536443 | 970000 | 105 | 14 | 7.5867429 | 0.2713212 | 0.9566008 | 3.4744112 | 1.4507249 | 0.2830133 | 0.4104717 | 0.2683531 | 0.7931998 | 2.9153740 | 0.8011133 | 0.9149709 | 0.1778023 | 96 | 0 | 0 | 1 |
| 1.345769 | 103.8791 | 536445 | 1050000 | 105 | 14 | 7.5166620 | 0.3096595 | 1.0286991 | 3.4444135 | 1.5208877 | 0.2321946 | 0.3650359 | 0.3282683 | 0.8649382 | 2.8532845 | 0.8545972 | 0.9065072 | 0.1565888 | 96 | 0 | 0 | 1 |
| 1.315899 | 103.8067 | 259275 | 2292500 | 175 | 19 | 6.1171757 | 0.2206243 | 1.3315085 | 6.9307064 | 0.1212901 | 0.2456521 | 0.1788423 | 0.3627479 | 0.5832234 | 0.5832234 | 2.2640232 | 0.9605974 | 0.0809797 | 96 | 1 | 1 | 0 |
| 1.293047 | 103.8336 | 239427 | 4650000 | 115 | 2 | 2.2329026 | 0.2180358 | 0.5853039 | 3.0085776 | 0.2758549 | 0.5851288 | 0.1814075 | 0.1564723 | 0.3173549 | 2.2375918 | 0.1895030 | 0.1945950 | 0.1004576 | 97 | 0 | 1 | 0 |
| 1.318301 | 103.8294 | 259725 | 1905000 | 136 | 19 | 4.5362044 | 0.2864316 | 1.9590290 | 5.4631968 | 1.3069155 | 0.5774989 | 0.3881626 | 0.5267615 | 0.3607030 | 2.3805825 | 1.2310341 | 0.2781131 | 0.0951433 | 98 | 0 | 1 | 0 |
| 1.315268 | 103.8424 | 307762 | 3364444 | 171 | 4 | 3.6199192 | 0.2172052 | 0.8607973 | 4.5553949 | 0.4761659 | 0.2158586 | 0.5213359 | 0.1899818 | 0.4667721 | 2.8155212 | 0.2749756 | 0.2749756 | 0.1976686 | 99 | 1 | 1 | 0 |
| 1.312158 | 103.8004 | 269632 | 1780000 | 97 | 10 | 6.4897448 | 0.2454065 | 0.5208558 | 6.8710060 | 0.5727474 | 0.4800429 | 0.4855353 | 0.5402169 | 1.3028200 | 1.3028200 | 1.4537177 | 0.5926949 | 0.1330600 | 99 | 1 | 1 | 0 |
| 1.311656 | 103.7996 | 276337 | 2550000 | 135 | 3 | 6.5419628 | 0.1594892 | 0.4163589 | 6.8061046 | 0.5243076 | 0.4067088 | 0.3868333 | 0.4486415 | 1.3132754 | 1.4042495 | 1.3493318 | 0.4904259 | 0.1775690 | 100 | 1 | 1 | 0 |
| 1.311344 | 103.7994 | 276340 | 1160000 | 56 | 3 | 6.5454673 | 0.1216460 | 0.3771400 | 6.7974923 | 0.4946726 | 0.3990776 | 0.3609679 | 0.4284678 | 1.2796383 | 1.4447569 | 1.3154139 | 0.4601687 | 0.1932475 | 100 | 1 | 1 | 0 |
| 1.308688 | 103.8228 | 258462 | 18000000 | 323 | 4 | 4.2098532 | 0.5852946 | 2.0630115 | 5.0659026 | 1.8906133 | 0.3418377 | 0.5011399 | 0.7730648 | 1.5107229 | 2.1219901 | 0.4348545 | 0.5796137 | 0.3348538 | 100 | 1 | 1 | 0 |
| 1.323208 | 103.8491 | 308214 | 1620000 | 119 | 11 | 4.3654420 | 0.0683329 | 0.5504212 | 4.9225506 | 0.5552293 | 0.8000738 | 0.6793085 | 0.7039935 | 0.5881128 | 1.6964233 | 0.6059053 | 0.3072771 | 0.2527546 | 100 | 1 | 1 | 0 |
| 1.313175 | 103.9022 | 428099 | 1030000 | 96 | 11 | 6.5153096 | 0.1660540 | 1.5875773 | 1.1598111 | 0.4195832 | 0.2983968 | 0.7331853 | 0.1487720 | 0.1847820 | 1.5801560 | 0.8511822 | 0.4457947 | 0.1119695 | 100 | 0 | 0 | 1 |
| 1.313188 | 103.9022 | 428125 | 1050000 | 113 | 11 | 6.5090548 | 0.1734176 | 1.5807281 | 1.1520609 | 0.4202155 | 0.3064522 | 0.7329108 | 0.1444892 | 0.1882382 | 1.5724218 | 0.8430442 | 0.4385483 | 0.1174796 | 100 | 0 | 0 | 1 |
| 1.312547 | 103.9018 | 428127 | 985000 | 113 | 11 | 6.4375594 | 0.1863709 | 1.5154136 | 1.1514772 | 0.3476156 | 0.3334738 | 0.8098832 | 0.2066851 | 0.1447255 | 1.5220968 | 0.8216100 | 0.4559455 | 0.1213455 | 100 | 0 | 0 | 1 |
| 1.299231 | 103.8985 | 439845 | 2125000 | 157 | 24 | 5.5018523 | 0.2847985 | 1.4030028 | 2.1758118 | 0.9379393 | 0.5780926 | 0.1501224 | 0.1660663 | 0.7126549 | 1.7478004 | 0.7054699 | 0.7054699 | 0.2238452 | 100 | 0 | 1 | 0 |
| 1.329536 | 103.9058 | 419535 | 1090000 | 135 | 33 | 7.8857474 | 0.2396057 | 1.3155433 | 1.9103809 | 1.0021887 | 0.2822426 | 0.6516244 | 1.0227969 | 0.4982306 | 2.4697992 | 1.8874199 | 0.3912010 | 0.0945063 | 100 | 0 | 1 | 0 |
| 1.336723 | 103.7798 | 598326 | 1500000 | 109 | 18 | 9.8912377 | 0.4313700 | 1.8849847 | 4.1972537 | 0.5225164 | 0.2532664 | 0.4684529 | 0.5317922 | 0.4387827 | 2.2538883 | 0.2750290 | 0.2750290 | 0.0585803 | 101 | 0 | 1 | 0 |
| 1.301109 | 103.8306 | 238551 | 13900000 | 619 | 5 | 3.0068843 | 0.2215022 | 1.1336932 | 3.8602485 | 0.9751617 | 0.1696003 | 0.2677644 | 1.0399816 | 1.0232514 | 2.9577005 | 0.3454773 | 0.4838200 | 0.1395870 | 102 | 1 | 1 | 0 |
| 1.367491 | 103.8769 | 546694 | 1537500 | 152 | 2 | 9.6944994 | 0.2388688 | 1.2189610 | 5.0553231 | 1.2134461 | 0.0853220 | 1.2480702 | 0.1741081 | 0.6419010 | 0.6419010 | 1.2812158 | 0.4738599 | 0.1334137 | 103 | 0 | 1 | 0 |
| 1.326110 | 103.9090 | 419572 | 1204000 | 124 | 12 | 7.9320637 | 0.3248538 | 1.0486183 | 1.9917128 | 0.8306461 | 0.4768887 | 0.7114528 | 0.6131469 | 0.5200073 | 2.0216408 | 1.9962102 | 0.3259311 | 0.2452960 | 103 | 1 | 1 | 0 |
| 1.353015 | 103.8785 | 538749 | 1020000 | 112 | 13 | 8.2335933 | 0.0643569 | 0.8065269 | 4.2016771 | 1.0785781 | 0.2178130 | 0.6661581 | 0.2684317 | 0.7388727 | 2.2399850 | 0.0645616 | 0.7372417 | 0.0763672 | 104 | 0 | 0 | 1 |
| 1.278150 | 103.7887 | 119749 | 1350000 | 151 | 20 | 7.0083568 | 0.2116842 | 2.2627207 | 7.3403165 | 0.3863280 | 0.3534242 | 0.3645257 | 0.1195777 | 2.2037213 | 3.9499248 | 1.4828230 | 1.4828230 | 0.1705587 | 104 | 0 | 1 | 0 |
| 1.329840 | 103.8110 | 288433 | 1201200 | 93 | 32 | 6.7958678 | 0.3473928 | 1.7981843 | 7.6586161 | 0.7183500 | 0.7444582 | 0.6072999 | 0.1756714 | 1.0378252 | 1.0378252 | 3.1125453 | 0.5080583 | 0.3946658 | 104 | 0 | 1 | 0 |
| 1.329257 | 103.8106 | 288435 | 3050000 | 241 | 32 | 6.7794927 | 0.2808320 | 1.7479902 | 7.6142420 | 0.6878131 | 0.6787949 | 0.5294805 | 0.1017242 | 0.9618672 | 0.9618672 | 3.0779293 | 0.4917057 | 0.4472452 | 104 | 0 | 1 | 0 |
| 1.349961 | 103.8609 | 556820 | 1710000 | 87 | 8 | 7.4006236 | 0.2341954 | 1.0578252 | 5.0296322 | 1.3016080 | 0.7318029 | 0.2929550 | 0.1983767 | 0.1753652 | 1.5520571 | 1.2781628 | 1.1893075 | 0.0549650 | 106 | 0 | 0 | 0 |
| 1.313887 | 103.9261 | 457269 | 1480000 | 131 | 19 | 8.9489979 | 0.2486015 | 1.2454888 | 3.7133872 | 1.2142748 | 0.3829087 | 0.6269535 | 0.2767977 | 0.6949020 | 0.9150617 | 1.3709327 | 0.2412895 | 0.1097919 | 107 | 0 | 1 | 0 |
| 1.367489 | 103.8772 | 546684 | 1138000 | 106 | 21 | 9.7019634 | 0.2628431 | 1.2305679 | 5.0408550 | 1.2384754 | 0.1066253 | 1.2282681 | 0.1661066 | 0.6523687 | 0.6523687 | 1.2623553 | 0.4978484 | 0.1506977 | 108 | 1 | 1 | 0 |
| 1.367306 | 103.8777 | 546685 | 1160000 | 134 | 21 | 9.6989471 | 0.3211892 | 1.2391013 | 5.0274622 | 1.2854688 | 0.1642549 | 1.1742189 | 0.1427801 | 0.6943964 | 0.6943964 | 1.2095835 | 0.5561594 | 0.2050491 | 108 | 1 | 1 | 0 |
| 1.366886 | 103.8773 | 546687 | 1390000 | 173 | 21 | 9.6423255 | 0.3050121 | 1.1784960 | 5.0886990 | 1.2344276 | 0.1617701 | 1.1736189 | 0.0977752 | 0.7193665 | 0.7193665 | 1.2055389 | 0.5408770 | 0.2115753 | 108 | 1 | 1 | 0 |
| 1.314352 | 103.9266 | 457909 | 2196000 | 204 | 29 | 9.0220305 | 0.1871433 | 1.1694965 | 3.7649403 | 1.1969649 | 0.4396670 | 0.6228779 | 0.2939164 | 0.6737729 | 0.8609942 | 1.2974335 | 0.3166109 | 0.1579566 | 109 | 1 | 1 | 0 |
| 1.314801 | 103.9267 | 457911 | 2196000 | 204 | 29 | 9.0508769 | 0.1465997 | 1.1230590 | 3.7706812 | 1.1601299 | 0.4710779 | 0.6545233 | 0.2843550 | 0.6363935 | 0.8111203 | 1.2486786 | 0.3638375 | 0.2088794 | 109 | 1 | 1 | 0 |
| 1.299347 | 103.8267 | 249591 | 5500000 | 200 | 4 | 3.2468822 | 0.4587178 | 0.9466645 | 4.0463909 | 0.9265752 | 0.3634349 | 0.4830427 | 1.1113555 | 0.9584235 | 2.6889888 | 0.6915159 | 0.6872186 | 0.0075461 | 110 | 0 | 1 | 0 |
| 1.299948 | 103.8301 | 238549 | 2530000 | 122 | 7 | 2.9680691 | 0.1805517 | 0.9980026 | 3.8056021 | 0.8525845 | 0.2078716 | 0.4064321 | 0.9565438 | 0.9622792 | 2.8203074 | 0.4838795 | 0.5860541 | 0.2061979 | 110 | 0 | 1 | 0 |
| 1.359533 | 103.8788 | 547315 | 1660000 | 171 | 13 | 8.9227550 | 0.2518539 | 0.7760135 | 4.8654257 | 0.8084925 | 0.3505635 | 0.7323973 | 0.4011157 | 1.0297556 | 1.5447733 | 0.6727976 | 0.5860773 | 0.4141297 | 111 | 1 | 0 | 0 |
| 1.318565 | 103.9498 | 466112 | 2080000 | 281 | 18 | 11.6040104 | 0.2777623 | 1.2077640 | 6.3250399 | 0.6574291 | 0.4789959 | 0.2018742 | 0.1557888 | 0.4984872 | 0.4984872 | 1.3737661 | 0.7377422 | 0.1208076 | 111 | 1 | 0 | 1 |
| 1.318457 | 103.9496 | 466143 | 1850000 | 264 | 18 | 11.5708495 | 0.3109154 | 1.1902013 | 6.2940070 | 0.6905449 | 0.4588984 | 0.1831257 | 0.1356008 | 0.4656120 | 0.4656120 | 1.3539686 | 0.7707389 | 0.1449337 | 111 | 1 | 0 | 1 |
| 1.318621 | 103.9513 | 466164 | 2050000 | 281 | 18 | 11.7567499 | 0.1413852 | 1.3365728 | 6.4846807 | 0.5051849 | 0.6200341 | 0.2961959 | 0.2378290 | 0.6557841 | 0.6557841 | 1.5090064 | 0.5969197 | 0.0216480 | 111 | 1 | 0 | 1 |
| 1.319120 | 103.9512 | 466175 | 1858888 | 272 | 18 | 11.7714179 | 0.1104748 | 1.3048500 | 6.4816659 | 0.4904406 | 0.5962001 | 0.3334513 | 0.1854331 | 0.6648349 | 0.6648349 | 1.4802095 | 0.5712922 | 0.0758554 | 111 | 1 | 0 | 1 |
| 1.318843 | 103.9508 | 466184 | 2700000 | 361 | 18 | 11.7106149 | 0.1722394 | 1.2748366 | 6.4275326 | 0.5507328 | 0.5575529 | 0.2761239 | 0.2349218 | 0.6050652 | 0.6050652 | 1.4467639 | 0.6331176 | 0.0803784 | 111 | 1 | 0 | 1 |
| 1.301282 | 103.9011 | 439888 | 2310000 | 167 | 4 | 5.8455503 | 0.2811157 | 1.4890497 | 2.0653115 | 0.5989612 | 0.2811157 | 0.4923052 | 0.4327610 | 0.4531928 | 1.8012348 | 0.3457441 | 0.3457441 | 0.0427715 | 114 | 0 | 1 | 0 |
| 1.314209 | 103.8386 | 309422 | 2750000 | 155 | 23 | 3.6519323 | 0.2721207 | 1.2857738 | 4.5917144 | 0.2428640 | 0.2049236 | 0.0883550 | 0.5526052 | 0.6123818 | 3.1418219 | 0.6616450 | 0.4751110 | 0.0346769 | 114 | 1 | 1 | 0 |
| 1.316790 | 103.7772 | 277116 | 2130000 | 156 | 7 | 9.0276283 | 0.2414021 | 0.9490285 | 4.2921055 | 0.7682903 | 0.4381510 | 0.6266020 | 0.4468175 | 0.7665419 | 0.7665419 | 1.4621020 | 0.6946453 | 0.0351869 | 115 | 0 | 1 | 0 |
| 1.314017 | 103.9322 | 455273 | 595000 | 34 | 3 | 9.5817081 | 0.2549073 | 0.9473369 | 4.3799725 | 0.8050971 | 0.3136815 | 0.4782953 | 0.2213388 | 1.0825592 | 1.0825592 | 1.1713577 | 0.8307215 | 0.0520342 | 116 | 1 | 1 | 0 |
| 1.314018 | 103.9322 | 455275 | 630000 | 35 | 3 | 9.5822684 | 0.2554722 | 0.9469346 | 4.3805147 | 0.8049974 | 0.3137138 | 0.4786342 | 0.2214398 | 1.0827780 | 1.0827780 | 1.1712394 | 0.8312875 | 0.0525974 | 116 | 1 | 1 | 0 |
| 1.345392 | 103.7680 | 598669 | 980000 | 89 | 17 | 11.5216474 | 0.2362181 | 1.6227229 | 3.1684687 | 1.1079603 | 0.4123219 | 1.0059543 | 0.1597476 | 0.8988645 | 3.6379344 | 1.3726493 | 0.9658380 | 0.0809191 | 116 | 1 | 1 | 0 |
| 1.312245 | 103.7980 | 278102 | 1980000 | 126 | 20 | 6.7249981 | 0.2599967 | 0.3657800 | 6.6216185 | 0.3753074 | 0.2223447 | 0.2435241 | 0.2818808 | 1.3945802 | 1.4833950 | 1.2235151 | 0.3606711 | 0.2404953 | 116 | 1 | 0 | 1 |
| 1.311552 | 103.7977 | 278104 | 2400000 | 158 | 20 | 6.7258641 | 0.2290344 | 0.2790924 | 6.6107285 | 0.3172809 | 0.2240778 | 0.1752651 | 0.2359209 | 1.3259471 | 1.5648389 | 1.1511015 | 0.2864550 | 0.1799560 | 116 | 1 | 0 | 1 |
| 1.312023 | 103.7973 | 278106 | 1940000 | 127 | 20 | 6.7871745 | 0.2906498 | 0.3176419 | 6.5526751 | 0.2888049 | 0.1586654 | 0.1608285 | 0.1957273 | 1.3856844 | 1.5587589 | 1.1392340 | 0.2794100 | 0.1550457 | 116 | 1 | 0 | 1 |
| 1.309263 | 103.8282 | 259947 | 4865000 | 188 | 5 | 3.8169404 | 0.1770662 | 2.0198451 | 4.7101456 | 1.2843407 | 0.7139798 | 0.6520418 | 1.3496099 | 1.2968340 | 2.5850704 | 0.2267988 | 0.1825605 | 0.2561748 | 118 | 0 | 1 | 0 |
| 1.309796 | 103.8276 | 259962 | 5425000 | 188 | 5 | 3.9122596 | 0.2454119 | 2.0822177 | 4.8041385 | 1.3455480 | 0.6907514 | 0.7462641 | 1.2661921 | 1.2721377 | 2.4893022 | 0.3035249 | 0.2625392 | 0.3303132 | 118 | 0 | 1 | 0 |
| 1.306647 | 103.8386 | 229768 | 3350000 | 189 | 11 | 2.8967407 | 0.4397340 | 1.0380170 | 3.8310363 | 0.6208745 | 0.8630511 | 0.6629853 | 0.8171086 | 0.4368725 | 3.7438279 | 0.4387252 | 0.6292641 | 0.5108247 | 118 | 0 | 1 | 0 |
| 1.327847 | 103.8137 | 289895 | 1699000 | 108 | 11 | 6.4332248 | 0.3580864 | 2.0971923 | 7.3310754 | 0.4139324 | 0.4746216 | 0.5980929 | 0.3600668 | 0.9846272 | 0.9846272 | 2.7838815 | 0.5754998 | 0.2221978 | 118 | 0 | 1 | 0 |
| 1.328308 | 103.8129 | 289902 | 1580000 | 106 | 11 | 6.5333398 | 0.2988670 | 2.0010497 | 7.4295934 | 0.4823685 | 0.5502215 | 0.6775007 | 0.2620071 | 0.9711526 | 0.9711526 | 2.8695181 | 0.5808557 | 0.2542932 | 118 | 0 | 1 | 0 |
| 1.405167 | 103.8180 | 778904 | 950000 | 108 | 12 | 13.9550166 | 0.2468923 | 2.9276042 | 4.9880860 | 3.1443517 | 2.1313056 | 0.7404968 | 0.2909280 | 1.9312534 | 4.3885287 | 3.3733427 | 2.1445366 | 0.1167386 | 118 | 0 | 0 | 1 |
| 1.404381 | 103.8175 | 778905 | 990000 | 111 | 12 | 13.8864471 | 0.2088743 | 3.0294948 | 5.0107704 | 3.2465144 | 2.2290454 | 0.6537574 | 0.3714035 | 2.0335301 | 4.4927794 | 3.4774338 | 2.2440604 | 0.0958024 | 118 | 0 | 0 | 1 |
| 1.311227 | 103.9310 | 458711 | 753800 | 47 | 3 | 9.3590360 | 0.1696064 | 1.2763539 | 4.2983336 | 0.6082167 | 0.1699910 | 0.1458539 | 0.5174971 | 1.2412803 | 1.2989709 | 1.4875545 | 0.6816616 | 0.2205060 | 119 | 0 | 1 | 0 |
| 1.324372 | 103.8009 | 266311 | 2750000 | 149 | 4 | 7.1935901 | 0.1695232 | 0.8420393 | 6.5980965 | 1.0426900 | 0.4300973 | 0.6926330 | 0.4982951 | 0.8888244 | 0.8888244 | 2.3904920 | 0.9123853 | 0.5436562 | 120 | 0 | 0 | 0 |
| 1.323796 | 103.8010 | 266312 | 3060000 | 174 | 4 | 7.1492727 | 0.2336821 | 0.8865546 | 6.6136399 | 0.9848424 | 0.4676348 | 0.7098554 | 0.4928624 | 0.8579205 | 0.8579205 | 2.3423043 | 0.9659096 | 0.6025047 | 120 | 0 | 0 | 0 |
| 1.323896 | 103.8016 | 266313 | 2550000 | 136 | 4 | 7.1010657 | 0.2412585 | 0.9347062 | 6.6814049 | 0.9595365 | 0.4676793 | 0.6411277 | 0.4323685 | 0.7974657 | 0.7974657 | 2.3936471 | 0.9596226 | 0.5746678 | 120 | 0 | 0 | 0 |
| 1.292058 | 103.8390 | 239949 | 1690000 | 87 | 6 | 1.6548681 | 0.2419199 | 0.5210168 | 2.4863655 | 0.4375381 | 0.7775385 | 0.6274752 | 0.4565891 | 0.3629742 | 2.4934478 | 0.3131073 | 0.4118344 | 0.2389653 | 120 | 0 | 1 | 0 |
| 1.359519 | 103.7629 | 669581 | 1140000 | 120 | 17 | 12.9432958 | 0.1301625 | 1.5624404 | 3.7166402 | 2.6637668 | 0.6233153 | 0.6466774 | 0.2344548 | 0.9178544 | 5.1103039 | 0.4596954 | 0.5120780 | 0.1046327 | 120 | 1 | 1 | 0 |
| 1.312807 | 103.9352 | 468726 | 1065000 | 99 | 17 | 9.8597258 | 0.1120868 | 0.9390676 | 4.7361553 | 0.6172336 | 0.3473068 | 0.6239243 | 0.4790071 | 1.2536235 | 1.2536235 | 1.3459594 | 1.1478189 | 0.1218619 | 121 | 0 | 0 | 1 |
| 1.356757 | 103.7598 | 669604 | 1900000 | 206 | 16 | 13.0151796 | 0.1256769 | 1.1179493 | 3.2640298 | 2.6365613 | 0.7039121 | 0.9129244 | 0.1444352 | 0.6840632 | 4.6958245 | 0.8961787 | 0.9293333 | 0.2037457 | 122 | 1 | 0 | 0 |
| 1.356757 | 103.7598 | 669605 | 1200000 | 124 | 16 | 13.0151796 | 0.1256769 | 1.1179493 | 3.2640298 | 2.6365613 | 0.7039121 | 0.9129244 | 0.1444352 | 0.6840632 | 4.6958245 | 0.8961787 | 0.9293333 | 0.2037457 | 122 | 1 | 0 | 0 |
| 1.313129 | 103.9358 | 468698 | 1430000 | 115 | 19 | 9.9323875 | 0.0946178 | 0.8931015 | 4.7960146 | 0.6608625 | 0.4007588 | 0.6005671 | 0.4331389 | 1.1800806 | 1.1800806 | 1.3289304 | 1.2152041 | 0.1309077 | 122 | 0 | 1 | 0 |
| 1.313244 | 103.9358 | 468700 | 1350000 | 106 | 19 | 9.9336111 | 0.0826647 | 0.8808924 | 4.7914795 | 0.6729148 | 0.3943058 | 0.6041055 | 0.4207794 | 1.1777464 | 1.1777464 | 1.3158204 | 1.2134309 | 0.1180462 | 122 | 0 | 1 | 0 |
| 1.338358 | 103.7818 | 588377 | 1400000 | 164 | 26 | 9.8302501 | 0.2867164 | 1.7967689 | 4.4300917 | 0.6509072 | 0.3538690 | 0.3834234 | 0.3503500 | 0.6063756 | 2.3986107 | 0.3487365 | 0.2797296 | 0.1786228 | 124 | 0 | 0 | 1 |
| 1.366271 | 103.8800 | 546785 | 1657500 | 115 | 5 | 9.6706537 | 0.2834514 | 1.2705952 | 4.9906558 | 1.0461204 | 0.3347752 | 0.9130339 | 0.1970036 | 0.6318637 | 0.9310837 | 0.9551394 | 0.8373231 | 0.3420467 | 125 | 0 | 0 | 0 |
| 1.366837 | 103.8799 | 546789 | 1095000 | 95 | 5 | 9.7292318 | 0.2246449 | 1.2454259 | 4.9375717 | 1.0961857 | 0.3666295 | 0.9627020 | 0.1852738 | 0.5813230 | 0.8810975 | 1.0071387 | 0.8118114 | 0.2985939 | 125 | 0 | 0 | 0 |
| 1.295304 | 103.8377 | 238427 | 2465900 | 122 | 8 | 1.9817421 | 0.3657012 | 0.8987874 | 2.8455542 | 0.7978593 | 0.9710569 | 0.4657750 | 0.4115872 | 0.2230792 | 2.6916891 | 0.5781312 | 0.2765044 | 0.1701771 | 126 | 0 | 1 | 0 |
| 1.313937 | 103.8047 | 268836 | 1290000 | 74 | 11 | 6.1724724 | 0.5257375 | 1.0345374 | 6.9633933 | 0.2745500 | 0.4661640 | 0.4794601 | 0.5920921 | 0.8644024 | 0.8644024 | 1.9783816 | 1.1171598 | 0.1118161 | 126 | 0 | 1 | 0 |
| 1.304574 | 103.9058 | 427710 | 1759000 | 84 | 2 | 6.4663739 | 0.2118358 | 0.9074063 | 2.0645228 | 0.2610626 | 0.0645686 | 0.2610414 | 0.2628264 | 0.5955281 | 2.0908508 | 0.1666256 | 0.3323358 | 0.0271452 | 127 | 0 | 1 | 0 |
| 1.296547 | 103.8283 | 249208 | 5100000 | 259 | 5 | 2.9332903 | 0.1259335 | 0.6100687 | 3.7101147 | 0.5670993 | 0.0897454 | 0.6242639 | 0.7512946 | 0.7874056 | 2.4086582 | 0.5214272 | 0.4170580 | 0.1902153 | 127 | 0 | 1 | 0 |
| 1.359997 | 103.7640 | 669743 | 1383944 | 120 | 5 | 12.8824525 | 0.2651322 | 1.6703645 | 3.8363975 | 2.6424422 | 0.4870387 | 0.5159566 | 0.3410403 | 0.8056419 | 5.2459801 | 0.3765578 | 0.3826093 | 0.0480217 | 127 | 0 | 1 | 0 |
| 1.380798 | 103.8630 | 807584 | 1606000 | 170 | 29 | 10.8235849 | 0.4810454 | 2.0704491 | 5.1538110 | 1.3037486 | 0.9273089 | 1.9261978 | 0.2101639 | 0.9528622 | 0.9528622 | 0.9439367 | 0.8187426 | 0.3243672 | 127 | 0 | 1 | 0 |
| 1.380523 | 103.8637 | 807585 | 1480000 | 170 | 29 | 10.8020270 | 0.4761387 | 2.0840140 | 5.1095575 | 1.3369053 | 0.9528981 | 1.9643466 | 0.2860609 | 0.9933150 | 0.9933150 | 0.9221994 | 0.8712740 | 0.3039330 | 127 | 0 | 1 | 0 |
| 1.381045 | 103.8638 | 807586 | 1545750 | 170 | 29 | 10.8618097 | 0.4155584 | 2.1423443 | 5.0630619 | 1.3886805 | 0.8946240 | 2.0138996 | 0.2973579 | 1.0413745 | 1.0413745 | 0.8651102 | 0.9115489 | 0.3365701 | 127 | 0 | 1 | 0 |
| 1.312240 | 103.8960 | 438639 | 1485000 | 105 | 5 | 5.8696069 | 0.2157375 | 0.9259084 | 0.7268986 | 0.3218227 | 0.2434970 | 0.7268986 | 0.3372889 | 0.7399284 | 0.8810742 | 0.3213201 | 0.3213201 | 0.2068677 | 128 | 0 | 1 | 0 |
| 1.312269 | 103.8960 | 438641 | 1514400 | 105 | 5 | 5.8747131 | 0.2138632 | 0.9310246 | 0.7259005 | 0.3192575 | 0.2402213 | 0.7259005 | 0.3342075 | 0.7362801 | 0.8854991 | 0.3201969 | 0.3201969 | 0.2095859 | 128 | 0 | 1 | 0 |
| 1.308003 | 103.9140 | 424160 | 1280000 | 88 | 6 | 7.4502738 | 0.1763308 | 0.3462661 | 2.5838909 | 0.3210933 | 0.1950708 | 0.1704121 | 0.2874918 | 0.3653681 | 2.1147534 | 1.0743299 | 1.0565309 | 0.1444822 | 129 | 0 | 1 | 0 |
| 1.307157 | 103.9141 | 424163 | 1700000 | 114 | 6 | 7.4347748 | 0.2720497 | 0.2531815 | 2.6424864 | 0.2396960 | 0.2796497 | 0.1032548 | 0.3807745 | 0.3651357 | 2.1729660 | 1.0726032 | 1.0098233 | 0.0845649 | 129 | 0 | 1 | 0 |
| 1.306716 | 103.9137 | 424215 | 2150000 | 210 | 6 | 7.3776870 | 0.2804688 | 0.2047925 | 2.6275043 | 0.2482787 | 0.2150546 | 0.1432481 | 0.4135807 | 0.3222916 | 2.2379737 | 1.0228560 | 0.9459838 | 0.1222763 | 129 | 0 | 1 | 0 |
| 1.315243 | 103.8470 | 219647 | 1540000 | 97 | 7 | 3.5094117 | 0.3289237 | 0.3523407 | 4.4265169 | 0.3760421 | 0.1521999 | 0.6370753 | 0.3616663 | 0.3198569 | 2.6057339 | 0.4503533 | 0.2799416 | 0.0623942 | 129 | 0 | 1 | 0 |
| 1.315287 | 103.8469 | 219648 | 1677500 | 144 | 7 | 3.5150570 | 0.3315680 | 0.3585480 | 4.4324072 | 0.3801799 | 0.1464480 | 0.6299101 | 0.3549176 | 0.3130103 | 2.6030172 | 0.4429793 | 0.2853030 | 0.0596641 | 129 | 0 | 1 | 0 |
| 1.293682 | 103.8391 | 239347 | 1860000 | 106 | 16 | 1.7517790 | 0.2997248 | 0.6999975 | 2.6111722 | 0.6122675 | 0.9464688 | 0.6209497 | 0.4674688 | 0.3108125 | 2.6370884 | 0.3526270 | 0.4357174 | 0.2387481 | 130 | 0 | 1 | 0 |
| 1.315908 | 103.8849 | 389778 | 1172500 | 115 | 14 | 5.1410456 | 0.2204617 | 0.4800792 | 0.9346001 | 0.5799316 | 0.3459020 | 0.2205188 | 0.5579518 | 0.3066020 | 0.6450678 | 0.9170721 | 0.4296741 | 0.1729037 | 131 | 1 | 0 | 1 |
| 1.315993 | 103.8849 | 389779 | 1159000 | 113 | 14 | 5.1483138 | 0.2295796 | 0.4733024 | 0.9312232 | 0.5707662 | 0.3364157 | 0.2191979 | 0.5613207 | 0.2993998 | 0.6522745 | 0.9127273 | 0.4327829 | 0.1775486 | 131 | 1 | 0 | 1 |
| 1.312554 | 103.8045 | 268820 | 2750000 | 170 | 5 | 6.1184684 | 0.6329330 | 0.9363776 | 6.8979228 | 0.4299942 | 0.5926971 | 0.6234853 | 0.7487331 | 1.0171225 | 1.0171225 | 1.8922611 | 1.0419578 | 0.0513576 | 132 | 0 | 1 | 0 |
| 1.312265 | 103.8051 | 268822 | 3400000 | 204 | 5 | 6.0369615 | 0.6478444 | 0.9951597 | 6.8176633 | 0.4450842 | 0.5165289 | 0.6158323 | 0.7662263 | 1.0191867 | 1.0191867 | 1.9538322 | 1.1096312 | 0.1195677 | 132 | 0 | 1 | 0 |
| 1.339105 | 103.8829 | 538420 | 1349000 | 114 | 6 | 7.0513294 | 0.3776360 | 1.1531535 | 2.5915521 | 1.3347395 | 0.4781078 | 0.5080111 | 0.2133414 | 0.7969408 | 3.1317314 | 1.6564647 | 1.1996707 | 0.3128620 | 134 | 0 | 1 | 0 |
| 1.338707 | 103.8830 | 538421 | 1720000 | 137 | 6 | 7.0166232 | 0.3453302 | 1.1088862 | 2.5486790 | 1.2908867 | 0.4536265 | 0.5469181 | 0.2419475 | 0.7826499 | 3.1152230 | 1.7009156 | 1.1550483 | 0.3257138 | 134 | 0 | 1 | 0 |
| 1.338635 | 103.8832 | 538422 | 1300000 | 115 | 6 | 7.0215377 | 0.3539532 | 1.0942610 | 2.5312060 | 1.2751511 | 0.4670206 | 0.5678378 | 0.2354084 | 0.8004515 | 3.1030526 | 1.7151121 | 1.1419729 | 0.3062574 | 134 | 0 | 1 | 0 |
| 1.345994 | 103.9630 | 486860 | 912500 | 123 | 21 | 14.2004802 | 0.1246274 | 0.7290125 | 8.3884624 | 2.0509622 | 0.3194663 | 0.5167262 | 0.1645318 | 0.8432289 | 2.0165679 | 1.1758081 | 0.9089971 | 0.0643272 | 134 | 0 | 1 | 0 |
| 1.300827 | 103.8818 | 436593 | 1731500 | 124 | 7 | 3.8627456 | 0.3288593 | 0.1809871 | 2.2825573 | 0.2886952 | 0.2797127 | 0.5524330 | 0.6177744 | 0.2287034 | 0.2287034 | 0.6200149 | 0.6200149 | 0.3065882 | 135 | 0 | 0 | 1 |
| 1.310303 | 103.8316 | 259403 | 2930000 | 153 | 10 | 3.6639781 | 0.2954191 | 1.9139770 | 4.5795005 | 0.8903117 | 0.9410761 | 0.6267294 | 1.2137189 | 1.0073151 | 2.8682207 | 0.4150998 | 0.4535895 | 0.2569160 | 136 | 0 | 0 | 1 |
| 1.310654 | 103.8316 | 259405 | 5000000 | 266 | 10 | 3.6993263 | 0.3200722 | 1.9375230 | 4.6157097 | 0.8888836 | 0.9210507 | 0.6659470 | 1.1762437 | 0.9744879 | 2.8459892 | 0.4541440 | 0.4748007 | 0.2196185 | 136 | 0 | 0 | 1 |
| 1.318047 | 103.8447 | 307605 | 2060000 | 120 | 13 | 3.8590459 | 0.3416385 | 0.7003967 | 4.7846604 | 0.6508911 | 0.1574718 | 0.2414785 | 0.2297717 | 0.1165920 | 2.4224329 | 0.1409478 | 0.1409478 | 0.0889010 | 136 | 1 | 1 | 0 |
| 1.309897 | 103.8348 | 228223 | 2250900 | 102 | 17 | 3.4261309 | 0.1642560 | 1.5825545 | 4.3538480 | 0.5738872 | 0.7577013 | 0.4578136 | 0.9768884 | 0.7343846 | 3.2081835 | 0.3223857 | 0.5030095 | 0.1721503 | 136 | 1 | 1 | 0 |
| 1.281571 | 103.7835 | 117423 | 640000 | 37 | 5 | 7.5694294 | 0.1964852 | 2.5265959 | 7.3309396 | 1.0825714 | 0.2850501 | 0.2010999 | 0.6631293 | 2.1428888 | 3.9170754 | 2.1655681 | 1.4439441 | 0.0758572 | 138 | 0 | 1 | 0 |
| 1.281450 | 103.7839 | 118618 | 1100000 | 84 | 5 | 7.5268098 | 0.1580686 | 2.4977173 | 7.3684355 | 1.0397499 | 0.2408640 | 0.2457725 | 0.6182240 | 2.1514707 | 3.9299503 | 2.1206242 | 1.4575544 | 0.0308203 | 138 | 0 | 1 | 0 |
| 1.316320 | 103.9426 | 467202 | 1472500 | 119 | 8 | 10.7614936 | 0.1908890 | 0.8270273 | 5.5226322 | 0.8897093 | 0.4240440 | 0.3986745 | 0.3563814 | 0.3469345 | 0.3469345 | 1.0357690 | 0.8852120 | 0.1158358 | 138 | 0 | 1 | 0 |
| 1.315722 | 103.9427 | 467203 | 1680000 | 134 | 8 | 10.7492060 | 0.2562733 | 0.8785947 | 5.5355865 | 0.9568095 | 0.3986561 | 0.3432490 | 0.4218971 | 0.3683574 | 0.3683574 | 1.1015697 | 0.9523200 | 0.0508271 | 138 | 0 | 1 | 0 |
| 1.316556 | 103.9421 | 467205 | 1440000 | 113 | 8 | 10.7150532 | 0.1494095 | 0.7654595 | 5.4631677 | 0.8547752 | 0.3951677 | 0.4052702 | 0.3128713 | 0.3940677 | 0.3940677 | 0.9916980 | 0.8536980 | 0.1659982 | 138 | 0 | 1 | 0 |
| 1.320168 | 103.9072 | 416729 | 1025000 | 86 | 17 | 7.3914451 | 0.1454038 | 1.5883471 | 1.5952515 | 0.3260875 | 0.3209939 | 0.4567909 | 0.8839738 | 0.5267051 | 2.1851916 | 1.5037403 | 0.4225817 | 0.0534039 | 138 | 1 | 1 | 0 |
| 1.320813 | 103.9074 | 416730 | 1030000 | 103 | 17 | 7.4535440 | 0.1931042 | 1.5197987 | 1.6342485 | 0.3570890 | 0.2896709 | 0.4964834 | 0.9041432 | 0.4836054 | 2.1519265 | 1.5580374 | 0.4346793 | 0.1219088 | 138 | 1 | 1 | 0 |
| 1.298293 | 103.8320 | 239224 | 3325000 | 236 | 22 | 2.6862411 | 0.1332923 | 0.8835434 | 3.5236715 | 0.6666421 | 0.3753442 | 0.4367176 | 0.6875434 | 0.6806025 | 2.7042225 | 0.5171024 | 0.4781272 | 0.1695614 | 138 | 1 | 0 | 1 |
| 1.298461 | 103.8327 | 239225 | 3750000 | 303 | 22 | 2.6378377 | 0.1597054 | 0.9336980 | 3.4838923 | 0.6991247 | 0.4498945 | 0.4308340 | 0.6726005 | 0.6452813 | 2.7468915 | 0.5034922 | 0.5012359 | 0.2379388 | 138 | 1 | 0 | 1 |
| 1.337673 | 103.7801 | 589488 | 2725000 | 176 | 3 | 9.9267531 | 0.4123906 | 1.9060593 | 4.2423717 | 0.5004548 | 0.2030461 | 0.4750464 | 0.4215857 | 0.4484505 | 2.3503049 | 0.2135735 | 0.2135735 | 0.0890529 | 140 | 0 | 1 | 0 |
| 1.337280 | 103.7803 | 589489 | 1538000 | 102 | 3 | 9.8902693 | 0.3901490 | 1.8730406 | 4.2502740 | 0.5306896 | 0.2388399 | 0.4443317 | 0.4622154 | 0.4676131 | 2.3050595 | 0.2527316 | 0.2527316 | 0.0436822 | 140 | 0 | 1 | 0 |
| 1.426518 | 103.8243 | 757487 | 1088000 | 122 | 6 | 16.1051202 | 0.0906855 | 0.5020916 | 4.3702644 | 0.7195081 | 0.6724469 | 1.2185361 | 0.1432232 | 0.6951704 | 2.1230787 | 1.3577860 | 1.2247763 | 0.2084918 | 140 | 0 | 1 | 0 |
| 1.426866 | 103.8244 | 757488 | 1400000 | 185 | 6 | 16.1406148 | 0.1291843 | 0.4652351 | 4.3726294 | 0.6815702 | 0.6370395 | 1.1965633 | 0.1123657 | 0.6756878 | 2.0887005 | 1.3359976 | 1.2026171 | 0.2323247 | 140 | 0 | 1 | 0 |
| 1.426266 | 103.8238 | 759158 | 1182500 | 135 | 6 | 16.0893850 | 0.0398721 | 0.5653359 | 4.3183516 | 0.7810265 | 0.7372813 | 1.2855992 | 0.2101733 | 0.7615534 | 2.1888180 | 1.4247702 | 1.2918948 | 0.2360916 | 140 | 0 | 1 | 0 |
| 1.316148 | 103.8073 | 268850 | 4600000 | 246 | 18 | 6.0803011 | 0.1576475 | 1.4011233 | 6.8982716 | 0.1806074 | 0.2238941 | 0.1313702 | 0.3547899 | 0.5411517 | 0.5411517 | 2.2306180 | 0.9097894 | 0.1211634 | 140 | 1 | 1 | 0 |
| 1.315229 | 103.8076 | 268851 | 5050000 | 266 | 18 | 5.9860695 | 0.2365877 | 1.3851114 | 6.8000966 | 0.2499380 | 0.3334825 | 0.2330422 | 0.4653389 | 0.6364552 | 0.6364552 | 2.1391175 | 0.9921450 | 0.2117722 | 140 | 1 | 1 | 0 |
| 1.314816 | 103.8080 | 268852 | 2750000 | 163 | 18 | 5.9312265 | 0.2780375 | 1.3946434 | 6.7441281 | 0.3026665 | 0.3878075 | 0.2836709 | 0.5210992 | 0.6800936 | 0.6800936 | 2.0853752 | 1.0268982 | 0.2602935 | 140 | 1 | 1 | 0 |
| 1.291898 | 103.8256 | 169813 | 1950000 | 82 | 8 | 3.0050950 | 0.2675793 | 0.3515056 | 3.6749935 | 0.3897188 | 0.2056200 | 0.6616891 | 0.5079743 | 0.2448346 | 1.8555492 | 0.6253514 | 0.1914091 | 0.0607513 | 141 | 0 | 0 | 1 |
| 1.291900 | 103.8258 | 169814 | 1500000 | 86 | 8 | 2.9854212 | 0.2585554 | 0.3316844 | 3.6569527 | 0.3802652 | 0.1899483 | 0.6576481 | 0.5158611 | 0.2648217 | 1.8577646 | 0.6202094 | 0.1763387 | 0.0430083 | 141 | 0 | 0 | 1 |
| 1.323084 | 103.8252 | 298088 | 1925000 | 139 | 14 | 5.2363576 | 0.5110833 | 2.0794293 | 6.1599928 | 1.2406819 | 1.1229920 | 0.3323446 | 0.2093958 | 0.3756163 | 1.9102586 | 1.7971560 | 0.4429862 | 0.1114658 | 142 | 0 | 0 | 1 |
| 1.322767 | 103.8250 | 298090 | 2400000 | 161 | 14 | 5.2172461 | 0.4856610 | 2.1093455 | 6.1398112 | 1.2266648 | 1.1266611 | 0.3014408 | 0.2283984 | 0.3737237 | 1.8883334 | 1.7665512 | 0.4241851 | 0.0973425 | 142 | 0 | 0 | 1 |
| 1.307996 | 103.8309 | 229543 | 8500000 | 311 | 30 | 3.5138226 | 0.1342395 | 1.8920989 | 4.4165187 | 1.0526205 | 0.7460445 | 0.3853194 | 1.4510914 | 1.1737155 | 2.9137638 | 0.1797306 | 0.2684213 | 0.2211161 | 146 | 1 | 1 | 0 |
| 1.309967 | 103.8973 | 438797 | 1180000 | 111 | 11 | 5.8589600 | 0.1550510 | 0.9473111 | 1.0146727 | 0.5119446 | 0.4598022 | 1.0146727 | 0.2540503 | 0.6228739 | 1.0190229 | 0.6089344 | 0.6089344 | 0.0744631 | 148 | 1 | 0 | 1 |
| 1.310036 | 103.8972 | 438798 | 1265000 | 116 | 11 | 5.8597479 | 0.1490052 | 0.9461221 | 1.0062971 | 0.5163252 | 0.4667481 | 1.0062971 | 0.2515939 | 0.6240558 | 1.0146775 | 0.6005536 | 0.6005536 | 0.0754154 | 148 | 1 | 0 | 1 |
| 1.370071 | 103.7684 | 679646 | 1288000 | 137 | 32 | 13.2977229 | 0.2536192 | 0.8294696 | 5.0218980 | 3.5017514 | 0.2536192 | 0.4194226 | 0.1556575 | 0.3332803 | 6.1088419 | 0.8652804 | 1.0156693 | 0.1922268 | 148 | 1 | 0 | 0 |
| 1.315938 | 103.8291 | 259850 | 2480000 | 151 | 25 | 4.3375119 | 0.3336557 | 2.1654361 | 5.2585098 | 1.2238354 | 0.7022649 | 0.5418100 | 0.7353555 | 0.6012350 | 2.3939283 | 0.9671396 | 0.4623529 | 0.2900185 | 149 | 0 | 1 | 0 |
| 1.315864 | 103.8297 | 259852 | 2300000 | 154 | 25 | 4.2900940 | 0.4052025 | 2.1227059 | 5.2131962 | 1.1539733 | 0.6466018 | 0.5916907 | 0.7001026 | 0.6269770 | 2.4653473 | 0.9661000 | 0.5038138 | 0.3320807 | 149 | 0 | 1 | 0 |
| 1.315524 | 103.8302 | 259854 | 2809500 | 195 | 25 | 4.2282546 | 0.4670243 | 2.1150073 | 5.1522859 | 1.0897431 | 0.6263350 | 0.6558529 | 0.7047318 | 0.6537810 | 2.5271745 | 0.9380576 | 0.5653379 | 0.3168751 | 149 | 0 | 1 | 0 |
| 1.322381 | 103.8237 | 297722 | 3650000 | 156 | 2 | 5.2662693 | 0.5299486 | 2.2607150 | 6.1839623 | 1.0887208 | 1.0236495 | 0.3320496 | 0.3791437 | 0.4959652 | 1.7387525 | 1.7636666 | 0.4986255 | 0.0673250 | 150 | 0 | 1 | 0 |
| 1.304517 | 103.8264 | 249722 | 3075000 | 139 | 13 | 3.6023958 | 0.2978049 | 1.5139667 | 4.4524032 | 1.4512049 | 0.4036037 | 0.3895991 | 1.3439963 | 1.5016180 | 2.7307878 | 0.2154203 | 0.1266858 | 0.0880878 | 150 | 0 | 1 | 0 |
| 1.304904 | 103.8269 | 249723 | 2737500 | 138 | 13 | 3.5929124 | 0.2333739 | 1.5492168 | 4.4492465 | 1.4747912 | 0.4401404 | 0.4538938 | 1.3628481 | 1.5543446 | 2.7387729 | 0.1630071 | 0.0705518 | 0.1172433 | 150 | 0 | 1 | 0 |
| 1.323708 | 103.8257 | 298063 | 3323000 | 204 | 24 | 5.2594562 | 0.5589526 | 1.9959722 | 6.1857265 | 1.2987840 | 1.0953044 | 0.3970014 | 0.1667817 | 0.3718414 | 1.9820252 | 1.8533287 | 0.4763650 | 0.1287772 | 150 | 1 | 1 | 0 |
| 1.325391 | 103.8253 | 298069 | 1790000 | 116 | 24 | 5.4434961 | 0.7521016 | 1.9861264 | 6.3712734 | 1.2560356 | 1.2061381 | 0.5851804 | 0.3309703 | 0.5499730 | 1.9712819 | 2.0458425 | 0.6687034 | 0.2336572 | 150 | 1 | 1 | 0 |
| 1.324657 | 103.8258 | 298071 | 2700000 | 179 | 24 | 5.3476048 | 0.6619186 | 1.9604760 | 6.2753940 | 1.3002096 | 1.1465599 | 0.5023344 | 0.2354818 | 0.4541203 | 2.0020132 | 1.9571001 | 0.5753701 | 0.1779936 | 150 | 1 | 1 | 0 |
| 1.240246 | 103.8383 | 98309 | 5800000 | 384 | 4 | 5.0622490 | 3.4657263 | 3.9491572 | 4.3738927 | 4.0223624 | 0.9244311 | 3.4758209 | 0.3068848 | 3.9289891 | 4.1924991 | 3.1082977 | 0.7773241 | 2.3447172 | 151 | 0 | 0 | 1 |
| 1.323834 | 103.8501 | 308162 | 2135000 | 192 | 5 | 4.4296110 | 0.1001285 | 0.4664342 | 4.8224602 | 0.4473703 | 0.6761197 | 0.8090377 | 0.7838392 | 0.6598945 | 1.5925455 | 0.7350985 | 0.1795040 | 0.1346793 | 151 | 0 | 1 | 0 |
| 1.297519 | 103.8379 | 239896 | 2975000 | 123 | 4 | 2.1315944 | 0.1778400 | 1.1369958 | 3.0208624 | 0.9431935 | 0.9864285 | 0.3388168 | 0.6144779 | 0.4404232 | 2.9092751 | 0.3336976 | 0.0888786 | 0.2384524 | 152 | 0 | 1 | 0 |
| 1.296801 | 103.8705 | 436917 | 2050000 | 153 | 20 | 2.5549400 | 1.0558197 | 1.1259739 | 2.8941094 | 1.0184057 | 1.3785014 | 0.3177286 | 1.0433183 | 1.3775945 | 1.3775945 | 0.8827768 | 0.9049076 | 0.1093686 | 152 | 1 | 1 | 0 |
| 1.271975 | 103.8085 | 109258 | 1440000 | 74 | 21 | 4.9633173 | 0.1871574 | 0.4058504 | 5.1609164 | 0.1814509 | 0.1656319 | 0.2049533 | 0.7961626 | 0.4616317 | 1.7779107 | 0.8183784 | 0.1809499 | 0.1463745 | 154 | 0 | 0 | 1 |
| 1.347670 | 103.7908 | 288061 | 2000000 | 154 | 22 | 9.7737264 | 1.0207685 | 2.1256659 | 5.6377581 | 1.8847982 | 1.0207685 | 1.5390842 | 0.7681252 | 1.8739044 | 3.4974173 | 1.6663448 | 1.1519158 | 1.4815626 | 155 | 0 | 0 | 0 |
| 1.327207 | 103.8418 | 298127 | 1688715 | 121 | 1 | 4.9191365 | 0.4104848 | 0.3229022 | 5.7853887 | 1.2501926 | 0.3475892 | 0.7011455 | 0.2811254 | 0.3322987 | 1.8334477 | 0.7610792 | 0.6394280 | 0.1207129 | 157 | 0 | 1 | 0 |
| 1.298929 | 103.8370 | 239899 | 3200000 | 157 | 6 | 2.3119569 | 0.2755780 | 1.2010857 | 3.2045543 | 0.9780357 | 0.9198197 | 0.2519875 | 0.7138191 | 0.5641552 | 2.9949791 | 0.1884083 | 0.1884083 | 0.1910538 | 157 | 0 | 1 | 0 |
| 1.347162 | 103.7735 | 587972 | 868000 | 84 | 18 | 11.1581615 | 0.2016537 | 2.1981390 | 3.8048137 | 0.9001783 | 0.3748818 | 0.7258738 | 0.3693487 | 1.0496192 | 3.5634513 | 1.0821349 | 0.6106508 | 0.1527620 | 157 | 0 | 0 | 1 |
| 1.347524 | 103.7736 | 587973 | 1190000 | 122 | 18 | 11.1771431 | 0.2424348 | 2.2035495 | 3.8287474 | 0.9359829 | 0.4010216 | 0.7602057 | 0.4033703 | 1.0860156 | 3.5986475 | 1.1121170 | 0.6424320 | 0.1934215 | 157 | 0 | 0 | 1 |
| 1.296797 | 103.8892 | 437885 | 1787500 | 97 | 19 | 4.4403760 | 0.1869797 | 0.9154529 | 2.3959635 | 0.8546247 | 0.3687606 | 0.4021427 | 0.3220768 | 0.7679580 | 0.7679580 | 1.5514714 | 1.3392737 | 0.1002259 | 157 | 0 | 1 | 0 |
| 1.281983 | 103.8304 | 169905 | 1520000 | 86 | 5 | 2.3568161 | 0.1171465 | 0.5675636 | 2.7823676 | 0.3707718 | 0.2126631 | 0.5921609 | 0.2111187 | 0.5465162 | 1.0210423 | 0.6114677 | 0.3324951 | 0.3831665 | 158 | 0 | 1 | 0 |
| 1.282050 | 103.8302 | 169907 | 2100000 | 119 | 5 | 2.3772082 | 0.0953516 | 0.5491807 | 2.8046677 | 0.3766827 | 0.2077473 | 0.5730206 | 0.2004086 | 0.5246490 | 1.0122944 | 0.5933096 | 0.3187995 | 0.3855178 | 158 | 0 | 1 | 0 |
| 1.304951 | 103.8364 | 229920 | 2880000 | 117 | 19 | 2.8693518 | 0.1900378 | 1.2130108 | 3.7902726 | 0.8685840 | 0.9009145 | 0.5065004 | 1.0380971 | 0.7429388 | 3.5693884 | 0.1472095 | 0.3265757 | 0.2790064 | 159 | 1 | 1 | 0 |
| 1.356423 | 103.8279 | 576194 | 1950000 | 195 | 27 | 8.4580186 | 0.3395469 | 1.4062657 | 8.4009735 | 1.1178091 | 0.2115248 | 0.5501441 | 0.3698661 | 1.9046020 | 1.9046020 | 0.3908602 | 0.3908602 | 0.1311853 | 159 | 1 | 1 | 0 |
| 1.357366 | 103.8276 | 576191 | 1835000 | 179 | 28 | 8.5674931 | 0.3670551 | 1.4472930 | 8.4821265 | 1.1951908 | 0.1545626 | 0.6256300 | 0.2933059 | 1.8583545 | 1.8583545 | 0.4762563 | 0.4762563 | 0.1283241 | 159 | 1 | 1 | 0 |
| 1.321510 | 103.9548 | 469360 | 1452840 | 126 | 12 | 12.2344338 | 0.2221727 | 1.5755751 | 6.8882171 | 0.1480099 | 0.2667282 | 0.2439314 | 0.3365445 | 1.1284231 | 1.1284231 | 1.6502830 | 0.1034700 | 0.0502364 | 160 | 1 | 1 | 0 |
| 1.320937 | 103.9542 | 469565 | 1420000 | 122 | 12 | 12.1488980 | 0.1367809 | 1.5272601 | 6.8170519 | 0.1559785 | 0.3138724 | 0.2787082 | 0.2729385 | 1.0413560 | 1.0413560 | 1.7164568 | 0.1866168 | 0.1201442 | 160 | 1 | 1 | 0 |
| 1.321218 | 103.9540 | 469566 | 1427500 | 145 | 12 | 12.1350872 | 0.1627747 | 1.4934574 | 6.7926870 | 0.1933023 | 0.2815068 | 0.3129809 | 0.2522233 | 1.0293539 | 1.0293539 | 1.6833145 | 0.2016027 | 0.1083745 | 160 | 1 | 1 | 0 |
| 1.321507 | 103.9537 | 469567 | 1170000 | 101 | 12 | 12.1226420 | 0.1946548 | 1.4607288 | 6.7695274 | 0.2313653 | 0.2505459 | 0.3480379 | 0.2379583 | 1.0201136 | 1.0201136 | 1.6512635 | 0.2219981 | 0.1098197 | 160 | 1 | 1 | 0 |
| 1.321527 | 103.9541 | 469568 | 1420000 | 122 | 12 | 12.1578921 | 0.1980938 | 1.4956053 | 6.8063192 | 0.2031885 | 0.2475844 | 0.3156926 | 0.2731203 | 1.0542271 | 1.0542271 | 1.6864356 | 0.1852070 | 0.0768486 | 160 | 1 | 1 | 0 |
| 1.297463 | 103.8744 | 436904 | 1650000 | 129 | 19 | 2.9664782 | 1.1980808 | 1.0681254 | 3.0804805 | 1.1844445 | 1.1292890 | 0.1355231 | 1.2423453 | 0.9317501 | 0.9317501 | 0.5869163 | 0.5869163 | 0.1340641 | 160 | 1 | 0 | 1 |
| 1.360985 | 103.8290 | 575728 | 1800000 | 170 | 26 | 8.9077593 | 0.2112320 | 1.4123263 | 8.5728448 | 1.2647575 | 0.3756472 | 0.4607811 | 0.1264509 | 1.4802259 | 1.5001509 | 0.7333408 | 0.7333408 | 0.0405964 | 160 | 1 | 1 | 0 |
| 1.329780 | 103.7685 | 599970 | 1650000 | 150 | 32 | 10.5435574 | 0.1592771 | 1.0896213 | 2.9373495 | 1.3621310 | 0.1576205 | 1.5095162 | 0.2082929 | 0.8647693 | 2.2559897 | 1.5212279 | 0.7052947 | 0.1528611 | 160 | 1 | 0 | 0 |
| 1.293622 | 103.7674 | 126822 | 1580000 | 124 | 7 | 9.4170049 | 0.8802577 | 1.2795775 | 5.1982138 | 1.1832231 | 0.4758765 | 1.8923615 | 0.5637527 | 2.1966594 | 3.1817844 | 1.1192212 | 0.9336928 | 0.0469219 | 162 | 0 | 1 | 0 |
| 1.293361 | 103.7672 | 126824 | 1255000 | 88 | 7 | 9.4301339 | 0.9120281 | 1.3070077 | 5.2138615 | 1.2062693 | 0.4773737 | 1.9086699 | 0.5648654 | 2.2225684 | 3.2149269 | 1.1462851 | 0.9657854 | 0.0591603 | 162 | 0 | 1 | 0 |
| 1.294154 | 103.7677 | 127302 | 1660000 | 129 | 7 | 9.3913110 | 0.8161340 | 1.2245867 | 5.1665062 | 1.1376711 | 0.4805836 | 1.8612977 | 0.5304018 | 2.1452520 | 3.1147887 | 1.0651508 | 0.8688442 | 0.0794788 | 162 | 0 | 1 | 0 |
| 1.311599 | 103.8031 | 268818 | 3600000 | 316 | 28 | 6.1982691 | 0.4497643 | 0.7530187 | 6.9635448 | 0.5894476 | 0.6575239 | 0.7731113 | 0.8376192 | 1.1807217 | 1.1807217 | 1.7114678 | 0.8696417 | 0.0984050 | 162 | 1 | 1 | 0 |
| 1.355013 | 103.8656 | 558962 | 680000 | 39 | 1 | 8.0422934 | 0.1682769 | 0.7760455 | 5.1083270 | 0.9038758 | 0.1658804 | 0.4791184 | 0.3026044 | 0.3137172 | 2.2274187 | 0.9057388 | 0.6056108 | 0.0388703 | 163 | 1 | 0 | 1 |
| 1.336046 | 103.8674 | 357920 | 1440000 | 142 | 19 | 6.0489493 | 0.2158105 | 0.7627334 | 3.4764804 | 1.1627014 | 0.3753962 | 0.5236385 | 0.8734697 | 0.5648690 | 1.4110378 | 1.6218174 | 0.3712337 | 0.1307183 | 163 | 1 | 1 | 0 |
| 1.359762 | 103.8327 | 579653 | 1310000 | 87 | 10 | 8.6683636 | 0.1075437 | 0.9789850 | 8.1531642 | 0.9814522 | 0.1284714 | 0.3639798 | 0.2779701 | 1.2693110 | 1.2693110 | 0.5928633 | 0.5928633 | 0.1265857 | 164 | 0 | 0 | 1 |
| 1.303691 | 103.8231 | 249613 | 5350000 | 240 | 11 | 3.8451119 | 0.6661402 | 1.5345126 | 4.6625365 | 1.5498061 | 0.2134574 | 0.1509099 | 1.1145384 | 1.3760504 | 2.5340561 | 0.1646740 | 0.4766826 | 0.0506102 | 164 | 0 | 1 | 0 |
| 1.304026 | 103.8231 | 249614 | 5500000 | 240 | 11 | 3.8605129 | 0.6447927 | 1.5656480 | 4.6815962 | 1.5760235 | 0.1769924 | 0.1835199 | 1.0926712 | 1.4129484 | 2.5109003 | 0.1305212 | 0.4552235 | 0.0175683 | 164 | 0 | 1 | 0 |
| 1.304164 | 103.8230 | 249616 | 6750000 | 240 | 11 | 3.8837108 | 0.6557167 | 1.5866932 | 4.7049111 | 1.5986283 | 0.1606580 | 0.2035551 | 1.0694271 | 1.4289019 | 2.4877770 | 0.1321582 | 0.4664077 | 0.0340406 | 164 | 0 | 1 | 0 |
| 1.334802 | 103.8099 | 289844 | 4130000 | 354 | 32 | 7.2931713 | 0.8522422 | 1.7968118 | 7.5320583 | 1.2696944 | 0.9590991 | 1.0014644 | 0.3601298 | 1.5506594 | 1.5506594 | 3.2179495 | 0.5172071 | 0.7533992 | 164 | 0 | 0 | 1 |
| 1.334802 | 103.8099 | 289845 | 4150000 | 322 | 32 | 7.2931713 | 0.8522422 | 1.7968118 | 7.5320583 | 1.2696944 | 0.9590991 | 1.0014644 | 0.3601298 | 1.5506594 | 1.5506594 | 3.2179495 | 0.5172071 | 0.7533992 | 164 | 0 | 0 | 1 |
| 1.303475 | 103.8382 | 229158 | 4150000 | 146 | 2 | 2.6195654 | 0.3354889 | 0.9901293 | 3.5448597 | 0.9751904 | 1.0414400 | 0.3370083 | 0.7783439 | 0.7491300 | 3.5045064 | 0.1305197 | 0.3353564 | 0.1890502 | 165 | 0 | 1 | 0 |
| 1.308377 | 103.8019 | 276750 | 1450000 | 88 | 7 | 6.1413827 | 0.3644135 | 0.5870306 | 6.8743975 | 0.2338605 | 0.3839107 | 0.7147948 | 0.8035630 | 0.9743302 | 1.5557389 | 1.5124217 | 0.7685234 | 0.0699988 | 165 | 0 | 1 | 0 |
| 1.297077 | 103.8875 | 437874 | 1890000 | 121 | 8 | 4.2728791 | 0.1001981 | 0.7563578 | 2.4059866 | 0.7107787 | 0.4604669 | 0.2141753 | 0.1313570 | 0.5800269 | 0.5800269 | 1.3670190 | 1.2501257 | 0.1378342 | 167 | 0 | 1 | 0 |
| 1.297459 | 103.8877 | 437876 | 1994000 | 117 | 8 | 4.3003709 | 0.0930349 | 0.7359207 | 2.3615275 | 0.6846486 | 0.4230056 | 0.2146026 | 0.1479986 | 0.5792303 | 0.5792303 | 1.3619630 | 1.2128417 | 0.1151803 | 167 | 0 | 1 | 0 |
| 1.316536 | 103.8318 | 259324 | 1458000 | 88 | 18 | 4.2284027 | 0.3102410 | 1.9168039 | 5.1591662 | 0.9771058 | 0.4210169 | 0.7178714 | 0.5332223 | 0.4456337 | 2.6749639 | 1.0660615 | 0.4607739 | 0.1940430 | 167 | 1 | 1 | 0 |
| 1.316597 | 103.8316 | 259326 | 2200000 | 280 | 18 | 4.2440671 | 0.3060499 | 1.9234953 | 5.1744658 | 0.9970020 | 0.4303172 | 0.6981509 | 0.5326729 | 0.4584855 | 2.6550187 | 1.0768993 | 0.4779162 | 0.1987317 | 167 | 1 | 1 | 0 |
| 1.316727 | 103.8311 | 259328 | 1450000 | 98 | 18 | 4.2871308 | 0.3074106 | 1.9501720 | 5.2162768 | 1.0553246 | 0.4671055 | 0.6411153 | 0.5415982 | 0.5038731 | 2.5947052 | 1.0904622 | 0.5330774 | 0.2283762 | 167 | 1 | 1 | 0 |
| 1.296776 | 103.8746 | 436914 | 1361740 | 112 | 18 | 2.9474703 | 1.2021732 | 1.0882024 | 3.1233040 | 1.2026718 | 1.1315454 | 0.1450756 | 1.3060046 | 0.9275516 | 0.9275516 | 0.6511132 | 0.6511132 | 0.0798670 | 168 | 0 | 0 | 1 |
| 1.299509 | 103.8370 | 239864 | 1440000 | 53 | 8 | 2.3609547 | 0.3049018 | 1.1828363 | 3.2576646 | 1.0249334 | 0.9084492 | 0.2164558 | 0.7614958 | 0.6274784 | 3.0500599 | 0.1321238 | 0.1321238 | 0.1371950 | 169 | 0 | 1 | 0 |
| 1.293902 | 103.8299 | 248903 | 3194000 | 353 | 15 | 2.6415079 | 0.2070039 | 0.3424436 | 3.3911812 | 0.2247268 | 0.3136952 | 0.4189020 | 0.4075119 | 0.7109400 | 2.1677377 | 0.2318955 | 0.2436534 | 0.1062573 | 170 | 1 | 0 | 0 |
| 1.293347 | 103.8304 | 248904 | 2060000 | 120 | 15 | 2.5642054 | 0.1580559 | 0.3175244 | 3.3090670 | 0.1410524 | 0.3166630 | 0.3827263 | 0.3257786 | 0.6568403 | 2.1270939 | 0.1758782 | 0.1994642 | 0.1035900 | 170 | 1 | 0 | 0 |
| 1.318027 | 103.7767 | 597590 | 1205000 | 91 | 20 | 9.1386476 | 0.2448745 | 0.8607882 | 4.1807652 | 0.7742018 | 0.5807463 | 0.7748810 | 0.5646957 | 0.8365557 | 0.8365557 | 1.4290689 | 0.6997610 | 0.1326064 | 170 | 1 | 0 | 1 |
| 1.317563 | 103.7765 | 597591 | 1445000 | 137 | 20 | 9.1406190 | 0.2785915 | 0.8450396 | 4.1785505 | 0.7263156 | 0.5592654 | 0.7335889 | 0.5667582 | 0.8554913 | 0.8554913 | 1.3927963 | 0.6517830 | 0.1022256 | 170 | 1 | 0 | 1 |
| 1.318438 | 103.7767 | 597592 | 1500000 | 142 | 20 | 9.1569075 | 0.2447877 | 0.8560399 | 4.1634111 | 0.7996171 | 0.6163270 | 0.8185503 | 0.5861980 | 0.8439875 | 0.8439875 | 1.4414204 | 0.7254588 | 0.0920452 | 170 | 1 | 0 | 1 |
| 1.318986 | 103.7806 | 278639 | 1520000 | 96 | 30 | 8.7934234 | 0.1697256 | 1.0666175 | 4.5422877 | 1.2060460 | 0.5607695 | 0.8771627 | 0.3702865 | 0.4588468 | 0.4588468 | 1.6058451 | 0.6096254 | 0.0897797 | 170 | 1 | 0 | 0 |
| 1.320046 | 103.7807 | 278640 | 2530000 | 182 | 30 | 8.8366477 | 0.1527275 | 1.1480967 | 4.5129990 | 1.2695411 | 0.6788076 | 0.9939328 | 0.4848433 | 0.5209108 | 0.5209108 | 1.7003315 | 0.6405257 | 0.1183536 | 170 | 1 | 0 | 0 |
| 1.341908 | 103.7711 | 598681 | 1385000 | 144 | 2 | 11.0186409 | 0.1498599 | 2.0634116 | 3.3474038 | 0.6135873 | 0.1420805 | 0.5530804 | 0.3086475 | 0.6933195 | 3.1353391 | 0.9090217 | 0.5656350 | 0.0098815 | 172 | 0 | 0 | 0 |
| 1.291076 | 103.8344 | 239497 | 1820000 | 363 | 5 | 2.0530220 | 0.3999556 | 0.6022616 | 2.7984133 | 0.3878330 | 0.6138610 | 0.3732441 | 0.2041414 | 0.3748848 | 2.0985544 | 0.3950317 | 0.4152605 | 0.0380539 | 175 | 0 | 1 | 0 |
| 1.326573 | 103.7927 | 276541 | 2080000 | 152 | 6 | 8.0739651 | 0.2167970 | 0.3620554 | 5.6533393 | 1.7281569 | 0.2125647 | 0.6930479 | 0.4841039 | 1.3282050 | 1.4353646 | 2.0734937 | 0.5660455 | 0.1051319 | 175 | 0 | 1 | 0 |
| 1.326691 | 103.7933 | 276543 | 2000000 | 126 | 6 | 8.0278578 | 0.1489702 | 0.3094391 | 5.7176915 | 1.7331461 | 0.1908000 | 0.6364961 | 0.5210296 | 1.3783226 | 1.4897789 | 2.1155287 | 0.5181325 | 0.1200035 | 175 | 0 | 1 | 0 |
| 1.326691 | 103.7933 | 276544 | 1645000 | 90 | 6 | 8.0278578 | 0.1489702 | 0.3094391 | 5.7176915 | 1.7331461 | 0.1908000 | 0.6364961 | 0.5210296 | 1.3783226 | 1.4897789 | 2.1155287 | 0.5181325 | 0.1200035 | 175 | 0 | 1 | 0 |
| 1.327337 | 103.7928 | 276545 | 1500000 | 126 | 6 | 8.1145115 | 0.2056361 | 0.2964990 | 5.6546605 | 1.8106076 | 0.1286249 | 0.6289551 | 0.5684033 | 1.2952595 | 1.5074034 | 2.0275787 | 0.4925029 | 0.1875480 | 175 | 0 | 1 | 0 |
| 1.383626 | 103.8624 | 808005 | 1610000 | 176 | 36 | 11.1270298 | 0.3374449 | 2.3087341 | 5.0598166 | 1.4913125 | 0.6320327 | 1.9618493 | 0.0979683 | 1.1246591 | 1.1246591 | 0.8022469 | 0.9456382 | 0.6367267 | 175 | 1 | 1 | 0 |
| 1.382975 | 103.8631 | 808012 | 1780000 | 200 | 36 | 11.0647142 | 0.2933790 | 2.2838258 | 5.0215474 | 1.4863082 | 0.6861632 | 2.0394592 | 0.1436252 | 1.1235699 | 1.1235699 | 0.7715759 | 0.9588575 | 0.5600400 | 175 | 1 | 1 | 0 |
| 1.382700 | 103.8624 | 808014 | 1770000 | 200 | 36 | 11.0250593 | 0.3787488 | 2.2178786 | 5.1080888 | 1.4104947 | 0.7311197 | 1.9558612 | 0.1113343 | 1.0458922 | 1.0458922 | 0.8559369 | 0.8762568 | 0.5340812 | 175 | 1 | 1 | 0 |
| 1.351037 | 103.8408 | 573964 | 1868000 | 144 | 3 | 7.5379520 | 0.2465401 | 0.5296809 | 6.8618102 | 0.4459130 | 0.4066972 | 0.2645755 | 0.2372984 | 1.1298428 | 1.9127115 | 0.8688536 | 0.5387869 | 0.1759208 | 176 | 0 | 1 | 0 |
| 1.297863 | 103.8363 | 238113 | 4515000 | 349 | 5 | 2.2895635 | 0.3470761 | 1.1319200 | 3.1655307 | 0.8339787 | 0.8111464 | 0.3950917 | 0.5761924 | 0.4397726 | 2.8509361 | 0.3309250 | 0.2722647 | 0.2171363 | 176 | 0 | 1 | 0 |
| 1.297983 | 103.8360 | 238141 | 3450000 | 169 | 5 | 2.3231851 | 0.3793979 | 1.1164146 | 3.1972939 | 0.8218228 | 0.7808140 | 0.4093983 | 0.5816806 | 0.4544261 | 2.8470710 | 0.3362477 | 0.3070115 | 0.2334931 | 176 | 0 | 1 | 0 |
| 1.295460 | 103.8422 | 238595 | 3800000 | 211 | 5 | 1.6441709 | 0.0996735 | 0.8928172 | 2.5591018 | 0.8397371 | 1.2811017 | 0.4025213 | 0.4029813 | 0.6771057 | 3.0110531 | 0.3793918 | 0.3709182 | 0.1539542 | 176 | 0 | 1 | 0 |
| 1.316406 | 103.7846 | 277054 | 2490000 | 185 | 10 | 8.2619787 | 0.3145773 | 0.5635003 | 5.0662475 | 0.7205139 | 0.5839788 | 0.8735643 | 0.1725333 | 0.0771061 | 0.0771061 | 1.1419761 | 0.1879249 | 0.2037991 | 176 | 0 | 0 | 0 |
| 1.317061 | 103.7848 | 277055 | 2410000 | 341 | 10 | 8.2771680 | 0.2614695 | 0.6192512 | 5.0575717 | 0.7727099 | 0.6366692 | 0.9357713 | 0.2111160 | 0.0788831 | 0.0788831 | 1.2034012 | 0.1309719 | 0.1516401 | 176 | 0 | 0 | 0 |
| 1.328360 | 103.8414 | 298130 | 1395000 | 137 | 2 | 5.0542469 | 0.4761278 | 0.2236652 | 5.8552491 | 1.1414372 | 0.2422534 | 0.6367577 | 0.4173894 | 0.4435116 | 1.7964917 | 0.8973490 | 0.6860461 | 0.0872989 | 177 | 0 | 1 | 0 |
| 1.388944 | 103.8592 | 806107 | 1150000 | 123 | 20 | 11.6828432 | 0.1694516 | 2.6034819 | 5.1318309 | 1.8716458 | 0.5190538 | 1.7854984 | 0.1347763 | 1.5203263 | 1.5203263 | 1.0661271 | 1.3038663 | 0.1851672 | 179 | 1 | 1 | 0 |
| 1.390300 | 103.8595 | 806109 | 1220000 | 123 | 20 | 11.8347134 | 0.0664227 | 2.7380778 | 5.0575066 | 2.0229877 | 0.5114207 | 1.8776484 | 0.1043354 | 1.6086818 | 1.6725257 | 1.0807383 | 1.4558730 | 0.0485753 | 179 | 1 | 1 | 0 |
| 1.339493 | 103.8697 | 357741 | 1600000 | 119 | 24 | 6.4917172 | 0.0495866 | 0.4761884 | 3.5150342 | 1.4899775 | 0.8321817 | 0.1168848 | 0.8159333 | 0.8841133 | 1.6780751 | 1.2499038 | 0.8020915 | 0.1357540 | 179 | 1 | 1 | 0 |
| 1.283083 | 103.7843 | 119916 | 2500000 | 181 | 4 | 7.4746705 | 0.3112140 | 2.3615889 | 7.2589518 | 1.1220624 | 0.3426399 | 0.2812777 | 0.6734177 | 1.9666297 | 3.7486990 | 2.1558325 | 1.2783207 | 0.1948142 | 180 | 1 | 1 | 0 |
| 1.324104 | 103.8487 | 309978 | 1606444 | 138 | 6 | 4.4671576 | 0.1589698 | 0.6159626 | 4.9740946 | 0.5987770 | 0.7583758 | 0.7047036 | 0.6720223 | 0.5097989 | 1.6208933 | 0.6241155 | 0.2917222 | 0.2074472 | 180 | 0 | 1 | 0 |
| 1.324190 | 103.8488 | 309979 | 2115000 | 138 | 6 | 4.4761436 | 0.1610190 | 0.6113030 | 4.9668522 | 0.5915136 | 0.7455820 | 0.7174627 | 0.6795024 | 0.5144447 | 1.6085814 | 0.6367471 | 0.2804399 | 0.1949270 | 180 | 0 | 1 | 0 |
| 1.317956 | 103.9433 | 467298 | 2418000 | 207 | 18 | 10.8972318 | 0.1565168 | 0.7938448 | 5.5979661 | 0.7342922 | 0.4373771 | 0.5964879 | 0.2609808 | 0.2476751 | 0.2476751 | 0.9040269 | 0.7219827 | 0.1622014 | 182 | 1 | 1 | 0 |
| 1.317192 | 103.9435 | 467302 | 1500000 | 135 | 18 | 10.8918275 | 0.1974113 | 0.8562065 | 5.6239287 | 0.8226034 | 0.4852002 | 0.5312603 | 0.3343490 | 0.2200543 | 0.2200543 | 0.9904303 | 0.8103661 | 0.1394138 | 182 | 1 | 1 | 0 |
| 1.318091 | 103.9431 | 467303 | 1319000 | 113 | 18 | 10.8805181 | 0.1348074 | 0.7662735 | 5.5745846 | 0.7126277 | 0.4443600 | 0.6017780 | 0.2332379 | 0.2737827 | 0.2737827 | 0.8796188 | 0.7016585 | 0.1849927 | 182 | 1 | 1 | 0 |
| 1.317900 | 103.9430 | 467304 | 1050000 | 96 | 18 | 10.8670946 | 0.1265212 | 0.7700106 | 5.5681454 | 0.7308926 | 0.4632910 | 0.5796736 | 0.2409013 | 0.2758949 | 0.2758949 | 0.8952923 | 0.7208026 | 0.1924912 | 182 | 1 | 1 | 0 |
| 1.364159 | 103.7655 | 669554 | 875000 | 71 | 20 | 13.0664534 | 0.4968541 | 1.5538567 | 4.3035718 | 2.9800972 | 0.3689813 | 0.2495469 | 0.5348120 | 0.3326098 | 5.5549042 | 0.1508009 | 0.5002191 | 0.0440283 | 184 | 1 | 1 | 0 |
| 1.364603 | 103.7660 | 669555 | 1310000 | 123 | 20 | 13.0560844 | 0.4221872 | 1.4867769 | 4.3792248 | 3.0026792 | 0.3662627 | 0.2318154 | 0.4575851 | 0.2553295 | 5.6289409 | 0.2285841 | 0.5242655 | 0.1006049 | 184 | 1 | 1 | 0 |
| 1.293453 | 103.8399 | 238002 | 1950304 | 96 | 3 | 1.6676238 | 0.2188692 | 0.6754260 | 2.5344943 | 0.5793517 | 0.9593652 | 0.5311220 | 0.5497287 | 0.4004139 | 2.6738752 | 0.2653989 | 0.3457444 | 0.1774216 | 186 | 0 | 0 | 0 |
| 1.293212 | 103.8401 | 238008 | 2855000 | 143 | 3 | 1.6274473 | 0.1790364 | 0.6518187 | 2.4946660 | 0.5530232 | 0.9500667 | 0.4979691 | 0.5327604 | 0.4341514 | 2.6737088 | 0.2254503 | 0.3075227 | 0.1372640 | 186 | 0 | 0 | 0 |
| 1.293140 | 103.8402 | 238026 | 2062094 | 100 | 3 | 1.6142919 | 0.1662330 | 0.6452772 | 2.4818019 | 0.5455579 | 0.9483327 | 0.4867972 | 0.5221576 | 0.4458930 | 2.6747563 | 0.2123053 | 0.2948278 | 0.1241034 | 186 | 0 | 0 | 0 |
| 1.295456 | 103.8427 | 239616 | 2170000 | 125 | 9 | 1.6045050 | 0.1249871 | 0.8958694 | 2.5246219 | 0.8603647 | 1.3163393 | 0.3627844 | 0.3567521 | 0.7388161 | 3.0536264 | 0.3834082 | 0.3660825 | 0.1498401 | 187 | 0 | 1 | 0 |
| 1.295480 | 103.8429 | 239617 | 4125000 | 193 | 9 | 1.5985858 | 0.1355469 | 0.8997645 | 2.5198732 | 0.8677056 | 1.3261629 | 0.3576537 | 0.3498440 | 0.7523673 | 3.0645860 | 0.3721143 | 0.3691656 | 0.1398758 | 187 | 0 | 1 | 0 |
| 1.294584 | 103.8424 | 239618 | 3015000 | 188 | 9 | 1.5539521 | 0.0375803 | 0.7964941 | 2.4645895 | 0.7558027 | 1.2146038 | 0.3174123 | 0.3264515 | 0.6829405 | 2.9558820 | 0.2874569 | 0.2712707 | 0.0557541 | 187 | 0 | 1 | 0 |
| 1.352263 | 103.8415 | 576149 | 1070000 | 106 | 15 | 7.6615577 | 0.1245559 | 0.4065076 | 6.8752019 | 0.5047892 | 0.4824310 | 0.4176967 | 0.1835708 | 1.1446890 | 1.7806495 | 0.8220400 | 0.6037971 | 0.1214042 | 188 | 1 | 0 | 1 |
| 1.352215 | 103.8409 | 576150 | 1089000 | 106 | 15 | 7.6665597 | 0.1877518 | 0.3996118 | 6.9295905 | 0.4360456 | 0.4140378 | 0.3806792 | 0.2271726 | 1.1969407 | 1.7821873 | 0.8871247 | 0.5350315 | 0.0706087 | 188 | 1 | 0 | 1 |
| 1.320095 | 103.9137 | 419154 | 1400000 | 91 | 10 | 8.0009702 | 0.0968360 | 1.0731243 | 2.3088349 | 1.0456773 | 0.0968360 | 0.1336821 | 0.5294378 | 0.4651308 | 1.4718711 | 1.9049079 | 0.5186633 | 0.1027663 | 189 | 1 | 0 | 1 |
| 1.349155 | 103.8670 | 554774 | 1540000 | 108 | 11 | 7.4392262 | 0.1564057 | 0.6404961 | 4.5058587 | 1.5457579 | 0.0662504 | 0.5297627 | 0.2319936 | 0.1757904 | 1.8805380 | 0.6187041 | 0.6187041 | 0.0988160 | 189 | 1 | 1 | 0 |
| 1.349674 | 103.8664 | 554775 | 1590000 | 108 | 11 | 7.4820813 | 0.1172520 | 0.7118301 | 4.5873202 | 1.4882708 | 0.1147055 | 0.4504756 | 0.3036599 | 0.2540024 | 1.8805919 | 0.6655177 | 0.6655177 | 0.0534947 | 189 | 1 | 1 | 0 |
| 1.347037 | 103.7657 | 659763 | 1490000 | 131 | 4 | 11.8334159 | 0.2953186 | 1.3410979 | 3.0309083 | 1.4197223 | 0.2283575 | 1.3155877 | 0.0632703 | 1.0546458 | 3.9235763 | 1.2208616 | 0.9702401 | 0.1359631 | 192 | 0 | 1 | 0 |
| 1.346636 | 103.7663 | 659764 | 1630000 | 134 | 4 | 11.7561324 | 0.2467809 | 1.4101590 | 3.0634902 | 1.3424418 | 0.2523337 | 1.2386232 | 0.0765017 | 1.0276882 | 3.8527581 | 1.2521334 | 1.0382580 | 0.0738999 | 192 | 0 | 1 | 0 |
| 1.346328 | 103.7658 | 659765 | 1900000 | 215 | 4 | 11.7802935 | 0.2567514 | 1.3620955 | 2.9989236 | 1.3676264 | 0.1878788 | 1.2706773 | 0.1098416 | 0.9979434 | 3.8522714 | 1.2959189 | 0.9894029 | 0.1251383 | 192 | 0 | 1 | 0 |
| 1.270785 | 103.8241 | 99196 | 2388000 | 218 | 10 | 3.3713619 | 0.2965150 | 0.4371020 | 3.4481018 | 0.3116510 | 0.3160610 | 0.6700879 | 0.8265775 | 0.4946854 | 0.4946854 | 0.6742300 | 0.7536744 | 0.0915136 | 192 | 0 | 0 | 1 |
| 1.270965 | 103.8245 | 99197 | 1610000 | 129 | 10 | 3.3236955 | 0.2489302 | 0.4417866 | 3.4020555 | 0.3347947 | 0.2815874 | 0.7125062 | 0.8500902 | 0.4769459 | 0.4769459 | 0.6910741 | 0.7853620 | 0.0489156 | 192 | 0 | 0 | 1 |
| 1.270411 | 103.8246 | 99208 | 1940000 | 169 | 10 | 3.3460795 | 0.2725538 | 0.4968094 | 3.4077446 | 0.3754941 | 0.3391564 | 0.6693930 | 0.8903183 | 0.5386177 | 0.5386177 | 0.6294719 | 0.7290268 | 0.1061523 | 192 | 0 | 0 | 1 |
| 1.270437 | 103.8248 | 99209 | 1236000 | 108 | 10 | 3.3258526 | 0.2534698 | 0.5053421 | 3.3863802 | 0.3901985 | 0.3317734 | 0.6859970 | 0.9055572 | 0.5382112 | 0.5382112 | 0.6319741 | 0.7392503 | 0.1018668 | 192 | 0 | 0 | 1 |
| 1.356757 | 103.7592 | 669619 | 983000 | 115 | 14 | 13.0676826 | 0.1127529 | 1.0794820 | 3.2246130 | 2.6828463 | 0.6662437 | 0.8484405 | 0.2008023 | 0.6241317 | 4.6310893 | 0.9362263 | 0.9910587 | 0.2679099 | 192 | 1 | 0 | 1 |
| 1.356757 | 103.7592 | 669620 | 1065000 | 138 | 14 | 13.0676826 | 0.1127529 | 1.0794820 | 3.2246130 | 2.6828463 | 0.6662437 | 0.8484405 | 0.2008023 | 0.6241317 | 4.6310893 | 0.9362263 | 0.9910587 | 0.2679099 | 192 | 1 | 0 | 1 |
| 1.357165 | 103.7583 | 669621 | 1030000 | 153 | 14 | 13.1724029 | 0.0468242 | 1.0683496 | 3.2062900 | 2.7448474 | 0.6617094 | 0.7423350 | 0.1824926 | 0.5652361 | 4.5486482 | 0.9671175 | 0.9877547 | 0.3578740 | 192 | 1 | 0 | 1 |
| 1.329770 | 103.8677 | 358828 | 1360000 | 107 | 7 | 5.3955539 | 0.3206148 | 0.4556961 | 3.1067109 | 0.9581078 | 0.1502607 | 0.2523031 | 0.6006943 | 0.3307569 | 1.6584568 | 1.8858085 | 0.3281665 | 0.1062653 | 194 | 0 | 1 | 0 |
| 1.298744 | 103.8971 | 437980 | 2730000 | 144 | 5 | 5.3405912 | 0.2564476 | 1.3329657 | 2.1910589 | 1.0992099 | 0.7062469 | 0.0532991 | 0.1603869 | 0.8216677 | 1.6062938 | 0.8533527 | 0.8533527 | 0.0732207 | 196 | 0 | 1 | 0 |
| 1.298121 | 103.8975 | 437981 | 3486000 | 182 | 5 | 5.3591886 | 0.2727815 | 1.4119828 | 2.2674070 | 1.0882467 | 0.7400932 | 0.1285596 | 0.2285471 | 0.8669051 | 1.6500497 | 0.8709408 | 0.8709408 | 0.1439579 | 196 | 0 | 1 | 0 |
| 1.429442 | 103.7863 | 737874 | 894444 | 62 | 4 | 17.6959459 | 0.4595205 | 1.1047683 | 0.8491350 | 1.8670436 | 0.5165176 | 0.8204897 | 1.1147149 | 0.3660509 | 5.9596602 | 0.7099220 | 0.5277191 | 0.1204881 | 200 | 0 | 0 | 1 |
| 1.429043 | 103.7863 | 737875 | 890000 | 99 | 4 | 17.6549312 | 0.4932315 | 1.1269761 | 0.8933660 | 1.9047880 | 0.5604990 | 0.8088966 | 1.1474244 | 0.4099799 | 5.9658435 | 0.7542060 | 0.5417050 | 0.1545066 | 200 | 0 | 0 | 1 |
| 1.428994 | 103.7858 | 737876 | 818000 | 93 | 4 | 17.6742244 | 0.5193109 | 1.0786694 | 0.9017379 | 1.8778072 | 0.5735381 | 0.8656277 | 1.1116767 | 0.4104238 | 6.0247433 | 0.7611376 | 0.5211196 | 0.1961793 | 200 | 0 | 0 | 1 |
| 1.250048 | 103.8463 | 98619 | 2000000 | 151 | 9 | 3.8027073 | 2.5774487 | 2.8604815 | 3.0363023 | 2.9682563 | 0.5509589 | 2.9300778 | 1.7057443 | 2.9228546 | 3.7303571 | 2.8992150 | 0.7926725 | 2.3730050 | 200 | 0 | 0 | 1 |
| 1.250073 | 103.8463 | 98621 | 2500000 | 175 | 9 | 3.7999150 | 2.5747338 | 2.8577829 | 3.0335597 | 2.9655415 | 0.5525385 | 2.9273625 | 1.7080460 | 2.9202427 | 3.7285003 | 2.8979326 | 0.7941289 | 2.3706600 | 200 | 0 | 0 | 1 |
| 1.250041 | 103.8463 | 98622 | 2520000 | 186 | 9 | 3.8029910 | 2.5786020 | 2.8617077 | 3.0360549 | 2.9694100 | 0.5534693 | 2.9296788 | 1.7072995 | 2.9243858 | 3.7330767 | 2.9023209 | 0.7952910 | 2.3715393 | 200 | 0 | 0 | 1 |
| 1.248943 | 103.8464 | 98626 | 2475000 | 109 | 9 | 3.9224585 | 2.7004512 | 2.9833596 | 3.1501754 | 3.0912576 | 0.5164029 | 3.0417483 | 1.6231662 | 3.0444581 | 3.8298867 | 2.9783593 | 0.7603158 | 2.4620693 | 200 | 0 | 0 | 1 |
| 1.249032 | 103.8465 | 98629 | 2620000 | 176 | 9 | 3.9104721 | 2.6924526 | 2.9757340 | 3.1362258 | 3.0832592 | 0.5338493 | 3.0272936 | 1.6410379 | 3.0384837 | 3.8323575 | 2.9850311 | 0.7778435 | 2.4448128 | 200 | 0 | 0 | 1 |
| 1.349666 | 103.8471 | 574045 | 1290000 | 109 | 15 | 7.3089317 | 0.1926739 | 0.2348005 | 6.1967155 | 1.1581085 | 0.4024026 | 0.1719127 | 0.1369574 | 0.4963200 | 1.6120394 | 0.1842262 | 0.1842262 | 0.1582526 | 200 | 1 | 0 | 1 |
| 1.349156 | 103.8467 | 574044 | 1300000 | 108 | 16 | 7.2555698 | 0.2198135 | 0.3023625 | 6.2017705 | 1.1294661 | 0.4419401 | 0.2435824 | 0.1364608 | 0.4808609 | 1.5892946 | 0.2498022 | 0.2498022 | 0.1150257 | 200 | 1 | 0 | 1 |
| 1.300263 | 103.8996 | 439960 | 2200000 | 162 | 29 | 5.6520842 | 0.3344604 | 1.4262953 | 2.1047188 | 0.7869220 | 0.4232399 | 0.2939801 | 0.2494179 | 0.5714791 | 1.7482415 | 0.5395012 | 0.5395012 | 0.2342967 | 200 | 1 | 1 | 0 |
| 1.301036 | 103.8997 | 439961 | 2140000 | 162 | 29 | 5.6949481 | 0.2498228 | 1.3921673 | 2.0301923 | 0.7514566 | 0.3380956 | 0.3496929 | 0.2816336 | 0.4842938 | 1.7021051 | 0.4691698 | 0.4691698 | 0.1643156 | 200 | 1 | 1 | 0 |
| 1.326237 | 103.9097 | 419591 | 3900000 | 462 | 32 | 8.0071207 | 0.2510459 | 0.9676439 | 2.0719674 | 0.8956464 | 0.4002822 | 0.6772260 | 0.5359149 | 0.5552266 | 1.9444213 | 2.0775928 | 0.2951697 | 0.1745773 | 200 | 1 | 1 | 0 |
| 1.327112 | 103.9101 | 419592 | 1988000 | 230 | 32 | 8.0918186 | 0.2770050 | 0.8986239 | 2.1463065 | 0.8053151 | 0.4083823 | 0.7476340 | 0.5221112 | 0.4523763 | 1.9368904 | 2.1483142 | 0.3768624 | 0.2177334 | 200 | 1 | 1 | 0 |
| 1.326320 | 103.9106 | 419593 | 1910000 | 230 | 32 | 8.0857715 | 0.1768278 | 0.8825207 | 2.1573676 | 0.8527950 | 0.3182436 | 0.6445211 | 0.4521319 | 0.5248663 | 1.8591135 | 2.1644007 | 0.2807455 | 0.1134227 | 200 | 1 | 1 | 0 |
| 1.327450 | 103.9106 | 419594 | 1780000 | 230 | 32 | 8.1608481 | 0.2704621 | 0.8312186 | 2.2152129 | 0.7424543 | 0.3830593 | 0.7606988 | 0.4633524 | 0.4011856 | 1.8926905 | 2.2168601 | 0.4055237 | 0.1785382 | 200 | 1 | 1 | 0 |
| 1.303190 | 103.8277 | 249693 | 10500000 | 355 | 21 | 3.3999269 | 0.3457416 | 1.3500979 | 4.2484313 | 1.2649170 | 0.2412941 | 0.4091096 | 1.4044714 | 1.3983853 | 2.9342586 | 0.3405743 | 0.2732254 | 0.1189030 | 202 | 1 | 1 | 0 |
| 1.303979 | 103.8279 | 249694 | 10000000 | 210 | 21 | 3.4386846 | 0.2554684 | 1.4358030 | 4.2954059 | 1.3422439 | 0.3028813 | 0.3920189 | 1.4648887 | 1.4575762 | 2.8930140 | 0.2507464 | 0.2024276 | 0.1169794 | 202 | 1 | 1 | 0 |
| 1.328082 | 103.8498 | 329111 | 1272500 | 119 | 9 | 4.9015614 | 0.3975221 | 0.7749462 | 4.9343257 | 0.7000346 | 0.4552646 | 0.6859314 | 0.3448855 | 0.6474811 | 1.1716853 | 1.0233282 | 0.2541931 | 0.1210467 | 204 | 0 | 1 | 0 |
| 1.328393 | 103.8492 | 329112 | 1590000 | 119 | 9 | 4.9388130 | 0.3498618 | 0.7688048 | 5.0035815 | 0.7490064 | 0.5153751 | 0.6240256 | 0.2812236 | 0.6056906 | 1.1735070 | 1.0147180 | 0.2005691 | 0.1832098 | 204 | 0 | 1 | 0 |
| 1.314812 | 103.8401 | 307945 | 2450000 | 108 | 3 | 3.6496968 | 0.2419100 | 1.1090664 | 4.5889807 | 0.3026139 | 0.1101619 | 0.2717997 | 0.4328044 | 0.6098707 | 2.9883807 | 0.4801041 | 0.4801041 | 0.0521262 | 205 | 0 | 1 | 0 |
| 1.356521 | 103.8308 | 579599 | 1200000 | 188 | 28 | 8.3757214 | 0.1901475 | 1.0903277 | 8.1348087 | 0.8501991 | 0.3043712 | 0.2922193 | 0.3478831 | 1.6808294 | 1.6808294 | 0.2037238 | 0.2037238 | 0.1417592 | 206 | 1 | 0 | 1 |
| 1.315627 | 103.8396 | 309306 | 1870000 | 103 | 8 | 3.7548775 | 0.1867283 | 1.1707919 | 4.6943270 | 0.3825017 | 0.1867283 | 0.2825309 | 0.4742927 | 0.5981343 | 2.9462503 | 0.4836200 | 0.4707625 | 0.1529252 | 208 | 0 | 1 | 0 |
| 1.316196 | 103.8395 | 309311 | 3900000 | 209 | 8 | 3.8198112 | 0.1392256 | 1.1936727 | 4.7592168 | 0.4449230 | 0.1392256 | 0.3242791 | 0.4818740 | 0.5505336 | 2.9046023 | 0.4768412 | 0.4311863 | 0.2120709 | 208 | 0 | 1 | 0 |
| 1.319664 | 103.7946 | 269257 | 3400000 | 190 | 25 | 7.4636533 | 0.8082225 | 1.0305851 | 6.0139324 | 0.9449437 | 0.5400741 | 0.9612616 | 0.3277480 | 1.2089275 | 1.2089275 | 1.5806736 | 1.0014974 | 0.5043260 | 208 | 0 | 1 | 0 |
| 1.319460 | 103.7956 | 269266 | 2200000 | 126 | 25 | 7.3572481 | 0.8391376 | 1.0560246 | 6.1275851 | 0.9263382 | 0.5225486 | 0.9256072 | 0.2972205 | 1.3118948 | 1.3118948 | 1.6126957 | 1.0038092 | 0.6099606 | 208 | 0 | 1 | 0 |
| 1.280349 | 103.7907 | 118170 | 850000 | 89 | 30 | 6.7714936 | 0.1985731 | 1.9622989 | 7.1332723 | 0.4986294 | 0.4964812 | 0.4694649 | 0.1581797 | 2.0278637 | 3.7605330 | 1.3844734 | 1.3844734 | 0.3693381 | 209 | 0 | 0 | 1 |
| 1.281419 | 103.7902 | 118173 | 863888 | 90 | 30 | 6.8179334 | 0.2091324 | 1.9469749 | 7.1943391 | 0.6248822 | 0.4659383 | 0.5957352 | 0.2655658 | 2.1087733 | 3.8317972 | 1.4922348 | 1.4922348 | 0.3160253 | 209 | 0 | 0 | 1 |
| 1.281353 | 103.7890 | 118175 | 685000 | 68 | 30 | 6.9550075 | 0.1451501 | 2.0510032 | 7.3301897 | 0.6600084 | 0.3352383 | 0.6317452 | 0.2381633 | 2.1807237 | 3.9652978 | 1.6041171 | 1.5859780 | 0.2229171 | 209 | 0 | 0 | 1 |
| 1.314094 | 103.8360 | 259703 | 5180000 | 188 | 2 | 3.7623536 | 0.1222537 | 1.5728162 | 4.6995352 | 0.4346506 | 0.2987109 | 0.2247384 | 0.8233715 | 0.5146659 | 3.1916542 | 0.8069403 | 0.3752568 | 0.1833242 | 210 | 0 | 1 | 0 |
| 1.315115 | 103.8355 | 259704 | 5500000 | 183 | 2 | 3.8877268 | 0.0893614 | 1.6247108 | 4.8249541 | 0.5417604 | 0.2859990 | 0.3165598 | 0.7168864 | 0.3949740 | 3.1138862 | 0.9030170 | 0.2634440 | 0.1672339 | 210 | 0 | 1 | 0 |
| 1.292103 | 103.8158 | 247965 | 1299000 | 90 | 17 | 4.0671226 | 0.2501042 | 0.7686430 | 4.6731145 | 0.5543936 | 0.5781023 | 0.2823226 | 1.0392159 | 0.7062757 | 2.0856638 | 1.2420762 | 0.5493305 | 0.1504450 | 210 | 1 | 0 | 1 |
| 1.291990 | 103.8166 | 247966 | 1441875 | 79 | 17 | 3.9857734 | 0.3199578 | 0.7076284 | 4.5938473 | 0.5070074 | 0.5542983 | 0.2514750 | 0.9628617 | 0.7056896 | 2.0398623 | 1.3150352 | 0.5596058 | 0.1217209 | 210 | 1 | 0 | 1 |
| 1.298406 | 103.8334 | 239194 | 2750000 | 240 | 31 | 2.5753710 | 0.2237472 | 0.9662564 | 3.4275039 | 0.7148139 | 0.5149589 | 0.4138413 | 0.6424324 | 0.5967119 | 2.7679541 | 0.4882607 | 0.4891355 | 0.2279317 | 210 | 0 | 0 | 1 |
| 1.297621 | 103.8327 | 239228 | 2600000 | 231 | 31 | 2.5796063 | 0.2342819 | 0.8544417 | 3.4160847 | 0.6098457 | 0.4185293 | 0.3399858 | 0.5860006 | 0.5730812 | 2.6607346 | 0.4503449 | 0.4095590 | 0.1471247 | 210 | 0 | 0 | 1 |
| 1.340823 | 103.7691 | 596710 | 1690000 | 159 | 31 | 11.1263463 | 0.1013508 | 1.9149761 | 3.1057623 | 0.7811607 | 0.3355383 | 0.7631256 | 0.3508574 | 0.4627346 | 3.1388274 | 1.0833781 | 0.7979770 | 0.1242928 | 210 | 0 | 1 | 0 |
| 1.340053 | 103.7676 | 596716 | 1780000 | 181 | 31 | 11.2162053 | 0.1144686 | 1.8117841 | 2.9224386 | 0.9350882 | 0.5150699 | 0.9363599 | 0.1898285 | 0.3110257 | 3.1606082 | 1.2353912 | 0.9799344 | 0.0662184 | 210 | 0 | 1 | 0 |
| 1.314956 | 103.8318 | 259801 | 2210000 | 152 | 11 | 4.0756970 | 0.4845685 | 2.0335818 | 5.0039201 | 0.8968871 | 0.5538456 | 0.6974810 | 0.7012591 | 0.5537407 | 2.7192850 | 0.8938912 | 0.5226507 | 0.2618240 | 211 | 1 | 1 | 0 |
| 1.315288 | 103.8317 | 259816 | 2300000 | 130 | 11 | 4.1164020 | 0.4491079 | 2.0332598 | 5.0447518 | 0.9267780 | 0.5333284 | 0.7231990 | 0.6695251 | 0.5397679 | 2.6930947 | 0.9340595 | 0.5197332 | 0.2998489 | 211 | 1 | 1 | 0 |
| 1.315385 | 103.8311 | 259817 | 1848500 | 89 | 11 | 4.1576279 | 0.4480739 | 2.0607538 | 5.0844886 | 0.9862358 | 0.5622377 | 0.7399061 | 0.6766149 | 0.5774169 | 2.6325796 | 0.9496805 | 0.5687227 | 0.3130874 | 211 | 1 | 1 | 0 |
| 1.315651 | 103.8314 | 259818 | 2260000 | 99 | 11 | 4.1659576 | 0.4130410 | 2.0186784 | 5.0941857 | 0.9690635 | 0.5198769 | 0.7432025 | 0.6388728 | 0.5350812 | 2.6556647 | 0.9805965 | 0.5289602 | 0.2993946 | 211 | 1 | 1 | 0 |
| 1.318023 | 103.9240 | 457266 | 2149500 | 183 | 21 | 8.9149440 | 0.3529890 | 1.0002619 | 3.4482745 | 1.0487845 | 0.5899956 | 0.9474302 | 0.2362821 | 0.1848303 | 0.5462263 | 1.1758777 | 0.5483163 | 0.1181715 | 211 | 1 | 1 | 0 |
| 1.318045 | 103.9250 | 457268 | 1680000 | 144 | 21 | 9.0184754 | 0.3281047 | 0.9539083 | 3.5613100 | 0.9716808 | 0.6372157 | 0.8689416 | 0.2362682 | 0.2311463 | 0.4900100 | 1.0876047 | 0.5733133 | 0.0913783 | 211 | 1 | 1 | 0 |
| 1.326401 | 103.8623 | 328689 | 1080000 | 62 | 3 | 4.8625557 | 0.2969202 | 0.2855543 | 3.5456211 | 0.8015928 | 0.3032512 | 0.7489298 | 0.4916299 | 0.5920662 | 1.4716477 | 1.6787949 | 0.5878506 | 0.3372570 | 212 | 0 | 0 | 0 |
| 1.287275 | 103.8279 | 169568 | 1550000 | 122 | 9 | 2.6513689 | 0.1363536 | 0.1426361 | 3.2305607 | 0.1817903 | 0.3655912 | 0.1665460 | 0.4288846 | 0.3523635 | 1.3984113 | 0.1162395 | 0.1162395 | 0.1448492 | 213 | 0 | 0 | 1 |
| 1.356477 | 103.7613 | 669600 | 2250000 | 128 | 1 | 12.8603986 | 0.2187209 | 1.2063650 | 3.3459818 | 2.4974430 | 0.7977982 | 1.0018110 | 0.1282348 | 0.8339139 | 4.8562827 | 0.7767123 | 0.7888556 | 0.0922095 | 214 | 0 | 0 | 0 |
| 1.325994 | 103.8113 | 286889 | 2350000 | 143 | 10 | 6.4648708 | 0.1027411 | 1.8498012 | 7.3478543 | 0.3762343 | 0.3231453 | 0.4926636 | 0.2735719 | 0.6583577 | 0.6583577 | 2.7276630 | 0.2699976 | 0.1795242 | 215 | 1 | 1 | 0 |
| 1.325635 | 103.8107 | 286890 | 3600000 | 224 | 10 | 6.4752194 | 0.1213870 | 1.8024386 | 7.3549788 | 0.4062928 | 0.2770097 | 0.4420727 | 0.3017878 | 0.5956740 | 0.5956740 | 2.7232550 | 0.2131398 | 0.1163975 | 215 | 1 | 1 | 0 |
| 1.325600 | 103.8123 | 288534 | 1935000 | 96 | 10 | 6.3552954 | 0.2157339 | 1.9689487 | 7.2408099 | 0.2589765 | 0.3254805 | 0.4604264 | 0.3619661 | 0.6908660 | 0.6908660 | 2.6329894 | 0.3028747 | 0.1388335 | 215 | 1 | 1 | 0 |
| 1.325600 | 103.8123 | 288535 | 1230000 | 72 | 10 | 6.3552954 | 0.2157339 | 1.9689487 | 7.2408099 | 0.2589765 | 0.3254805 | 0.4604264 | 0.3619661 | 0.6908660 | 0.6908660 | 2.6329894 | 0.3028747 | 0.1388335 | 215 | 1 | 1 | 0 |
| 1.309636 | 103.9247 | 458554 | 2300000 | 232 | 21 | 8.6349316 | 0.1264340 | 0.9235889 | 3.6475737 | 1.0865725 | 0.2574957 | 0.6284383 | 0.1802115 | 0.8670495 | 1.4025973 | 1.8611128 | 0.2693460 | 0.1069980 | 215 | 0 | 1 | 0 |
| 1.309659 | 103.9247 | 458555 | 1762500 | 258 | 21 | 8.6418528 | 0.1328860 | 0.9303768 | 3.6531537 | 1.0934948 | 0.2584629 | 0.6218035 | 0.1817311 | 0.8738840 | 1.3990612 | 1.8559241 | 0.2661830 | 0.1113997 | 215 | 0 | 1 | 0 |
| 1.309680 | 103.9248 | 458556 | 1460000 | 111 | 21 | 8.6490443 | 0.1397336 | 0.9373575 | 3.6591336 | 1.1006644 | 0.2593464 | 0.6148360 | 0.1838746 | 0.8809239 | 1.3956935 | 1.8507647 | 0.2633413 | 0.1159964 | 215 | 0 | 1 | 0 |
| 1.312057 | 103.8951 | 439422 | 1580000 | 122 | 11 | 5.7742401 | 0.1849288 | 0.8320069 | 0.7057632 | 0.3427834 | 0.2841323 | 0.7057632 | 0.4096724 | 0.7790713 | 0.7790713 | 0.3123156 | 0.3123156 | 0.1308860 | 216 | 1 | 1 | 0 |
| 1.312019 | 103.8955 | 439423 | 1557500 | 122 | 11 | 5.8040379 | 0.2201788 | 0.8606823 | 0.7231834 | 0.3431989 | 0.2763598 | 0.7231834 | 0.3935103 | 0.7997923 | 0.8162790 | 0.3234199 | 0.3234199 | 0.1629268 | 216 | 1 | 1 | 0 |
| 1.312269 | 103.8946 | 439445 | 1432500 | 136 | 11 | 5.7404883 | 0.1257160 | 0.8026629 | 0.6667210 | 0.3333251 | 0.2893010 | 0.6667210 | 0.3535083 | 0.7279127 | 0.7279127 | 0.2868386 | 0.2868386 | 0.0745878 | 216 | 1 | 1 | 0 |
| 1.341427 | 103.7664 | 596733 | 1378000 | 138 | 20 | 11.4175667 | 0.1722118 | 1.6132345 | 2.8331581 | 1.0950675 | 0.5129624 | 1.0697191 | 0.1095585 | 0.4506725 | 3.3662537 | 1.3972875 | 1.0914493 | 0.2018745 | 216 | 0 | 1 | 0 |
| 1.280543 | 103.8523 | 18965 | 6500000 | 250 | 2 | 0.3869164 | 0.2447234 | 0.9883780 | 0.5606748 | 0.4497434 | 1.3110463 | 0.1414389 | 0.6845823 | 1.4705933 | 3.1874980 | 0.2182441 | 0.6933159 | 0.1134662 | 223 | 0 | 0 | 1 |
| 1.315773 | 103.9338 | 469336 | 1080000 | 125 | 16 | 9.8200274 | 0.2761420 | 0.6859193 | 4.5451070 | 0.5572100 | 0.5153285 | 0.7362918 | 0.2622817 | 1.0153849 | 1.0543367 | 0.9903381 | 1.0389335 | 0.0962617 | 224 | 1 | 0 | 1 |
| 1.316703 | 103.9339 | 469337 | 958000 | 97 | 16 | 9.8664063 | 0.3586157 | 0.5937761 | 4.5499732 | 0.4576157 | 0.5192941 | 0.8303886 | 0.2629118 | 0.9195927 | 0.9960388 | 0.8905826 | 0.9447192 | 0.0639685 | 224 | 1 | 0 | 1 |
| 1.314708 | 103.9340 | 469338 | 1195000 | 128 | 16 | 9.7974414 | 0.1796501 | 0.7812699 | 4.5737488 | 0.6641514 | 0.4181045 | 0.6513428 | 0.3108177 | 1.1142152 | 1.1508923 | 1.1102755 | 1.0456497 | 0.1256104 | 224 | 1 | 0 | 1 |
| 1.347202 | 103.7709 | 588132 | 1620000 | 143 | 20 | 11.3880271 | 0.2835696 | 1.9085178 | 3.5439438 | 1.0319827 | 0.6088772 | 0.8818916 | 0.4416902 | 1.1686150 | 3.6742141 | 1.2093404 | 0.7954467 | 0.0405819 | 224 | 1 | 1 | 0 |
| 1.314428 | 103.8060 | 268846 | 1950000 | 150 | 28 | 6.0878450 | 0.3955742 | 1.1802691 | 6.8882561 | 0.2052681 | 0.4053053 | 0.3592032 | 0.5195634 | 0.7620587 | 0.7620587 | 2.1255440 | 1.1410676 | 0.1185193 | 226 | 1 | 1 | 0 |
| 1.314893 | 103.8061 | 268847 | 2050000 | 155 | 28 | 6.1014808 | 0.3433280 | 1.2220964 | 6.9058531 | 0.1603701 | 0.3569299 | 0.3049462 | 0.4680037 | 0.7073093 | 0.7073093 | 2.1632056 | 1.0865209 | 0.0797151 | 226 | 1 | 1 | 0 |
| 1.315304 | 103.8062 | 268848 | 2658000 | 190 | 28 | 6.1234206 | 0.3056582 | 1.2501547 | 6.9307235 | 0.1210635 | 0.3131732 | 0.2630717 | 0.4225495 | 0.6626371 | 0.6626371 | 2.1866499 | 1.0432690 | 0.0563531 | 226 | 1 | 1 | 0 |
| 1.295549 | 103.8320 | 239471 | 2965000 | 130 | 7 | 2.5228067 | 0.1594188 | 0.6168427 | 3.3226626 | 0.3661282 | 0.3407185 | 0.2039546 | 0.4483601 | 0.5145937 | 2.4161804 | 0.2126292 | 0.1741529 | 0.0624377 | 228 | 0 | 1 | 0 |
| 1.295549 | 103.8320 | 239496 | 3180000 | 156 | 7 | 2.5228067 | 0.1594188 | 0.6168427 | 3.3226626 | 0.3661282 | 0.3407185 | 0.2039546 | 0.4483601 | 0.5145937 | 2.4161804 | 0.2126292 | 0.1741529 | 0.0624377 | 228 | 0 | 1 | 0 |
| 1.330586 | 103.8886 | 409044 | 1549444 | 85 | 9 | 6.6270802 | 0.0738845 | 0.3317031 | 1.4724236 | 0.3500179 | 0.2729305 | 0.5015668 | 0.8501556 | 0.8601446 | 2.1605912 | 1.3688469 | 0.4250556 | 0.0725131 | 228 | 1 | 1 | 0 |
| 1.348044 | 103.8433 | 579800 | 1234000 | 111 | 12 | 7.1701961 | 0.1795702 | 0.6909325 | 6.4526948 | 0.8346533 | 0.7806041 | 0.4419897 | 0.0740590 | 0.7419831 | 1.7429979 | 0.6411091 | 0.6411091 | 0.2281171 | 230 | 1 | 0 | 1 |
| 1.347736 | 103.8429 | 579801 | 1270000 | 121 | 12 | 7.1417983 | 0.2339890 | 0.7441091 | 6.4717529 | 0.8182499 | 0.7620955 | 0.4121059 | 0.1238380 | 0.7735330 | 1.7518445 | 0.6938710 | 0.6938710 | 0.1736329 | 230 | 1 | 0 | 1 |
| 1.342558 | 103.9550 | 529869 | 1360000 | 135 | 14 | 13.2344421 | 0.2227239 | 0.3529587 | 7.4172361 | 1.2064050 | 0.2310321 | 0.1783996 | 0.2115116 | 0.4459625 | 1.4627234 | 0.2293540 | 0.2588179 | 0.0415520 | 230 | 1 | 0 | 1 |
| 1.342005 | 103.9549 | 529870 | 892500 | 90 | 14 | 13.1928344 | 0.2229040 | 0.3550552 | 7.3826117 | 1.2127138 | 0.2882857 | 0.1963099 | 0.1527461 | 0.4009205 | 1.4863823 | 0.2321425 | 0.2534696 | 0.0865002 | 230 | 1 | 0 | 1 |
| 1.342642 | 103.9545 | 529871 | 1214000 | 90 | 14 | 13.1875063 | 0.1630654 | 0.4125702 | 7.3656224 | 1.1470156 | 0.2664832 | 0.1199254 | 0.2334782 | 0.4062013 | 1.4082934 | 0.1694725 | 0.1997640 | 0.1003929 | 230 | 1 | 0 | 1 |
| 1.293869 | 103.8331 | 239432 | 3240000 | 222 | 5 | 2.3182866 | 0.1528475 | 0.5836874 | 3.1037741 | 0.2744291 | 0.5424227 | 0.1033749 | 0.2332072 | 0.3515737 | 2.2968518 | 0.1320515 | 0.1166001 | 0.0438518 | 231 | 0 | 1 | 0 |
| 1.294410 | 103.8325 | 239434 | 3800000 | 167 | 5 | 2.4097584 | 0.1055931 | 0.5624031 | 3.1971003 | 0.2711615 | 0.4496990 | 0.1255639 | 0.3253599 | 0.4267666 | 2.3214973 | 0.1039958 | 0.0649447 | 0.0803298 | 231 | 0 | 1 | 0 |
| 1.294373 | 103.8325 | 239435 | 3874000 | 130 | 5 | 2.4086509 | 0.1021575 | 0.5588690 | 3.1952441 | 0.2670743 | 0.4511194 | 0.1276290 | 0.3240205 | 0.4272574 | 2.3172508 | 0.0999577 | 0.0612247 | 0.0831545 | 231 | 0 | 1 | 0 |
| 1.337160 | 103.9325 | 479241 | 1107500 | 131 | 9 | 10.7771053 | 0.4680422 | 0.4479810 | 4.8752529 | 0.5116258 | 0.3801791 | 0.0751425 | 0.6644092 | 0.3520713 | 1.5460600 | 1.3964897 | 0.7768052 | 0.0873654 | 232 | 0 | 0 | 1 |
| 1.337732 | 103.9325 | 479243 | 1427500 | 270 | 9 | 10.8175705 | 0.5126456 | 0.5066730 | 4.9091368 | 0.5720924 | 0.3901828 | 0.1333773 | 0.6531393 | 0.4155404 | 1.6005177 | 1.4600982 | 0.8251332 | 0.1134910 | 232 | 0 | 0 | 1 |
| 1.336166 | 103.7822 | 596288 | 1950000 | 134 | 15 | 9.6397498 | 0.1734039 | 1.6203186 | 4.4584599 | 0.7832820 | 0.4898335 | 0.1942215 | 0.3278783 | 0.3582481 | 2.1511008 | 0.5003010 | 0.1604392 | 0.0459509 | 232 | 1 | 1 | 0 |
| 1.285076 | 103.8288 | 169277 | 2425000 | 165 | 8 | 2.5289800 | 0.1942949 | 0.1944865 | 3.0507761 | 0.3352549 | 0.1901678 | 0.2293822 | 0.1923536 | 0.2908921 | 1.2069086 | 0.2340608 | 0.0727417 | 0.0852747 | 234 | 0 | 1 | 0 |
| 1.284602 | 103.8285 | 169278 | 2950000 | 197 | 8 | 2.5595181 | 0.2216788 | 0.2081154 | 3.0650685 | 0.3952959 | 0.1335600 | 0.2346851 | 0.1879275 | 0.2529693 | 1.1454620 | 0.2520680 | 0.1011824 | 0.1228650 | 234 | 0 | 1 | 0 |
| 1.297807 | 103.7662 | 128041 | 985000 | 113 | 17 | 9.6155495 | 0.5071715 | 0.8098142 | 4.7354735 | 0.6995156 | 0.5633773 | 1.9398369 | 0.2039190 | 1.9391858 | 2.9103275 | 0.6476927 | 0.5689494 | 0.1440286 | 234 | 1 | 0 | 1 |
| 1.297726 | 103.7660 | 128044 | 1050000 | 113 | 17 | 9.6319149 | 0.5254769 | 0.8193468 | 4.7328351 | 0.7028523 | 0.5713658 | 1.9478512 | 0.2237069 | 1.9374024 | 2.9292510 | 0.6571530 | 0.5873221 | 0.1520065 | 234 | 1 | 0 | 1 |
| 1.315303 | 103.8446 | 307462 | 2750000 | 125 | 3 | 3.5636853 | 0.3479515 | 0.6187571 | 4.4922829 | 0.6362529 | 0.0573204 | 0.5331577 | 0.1238157 | 0.3082836 | 2.7009732 | 0.2623701 | 0.2623701 | 0.1284195 | 235 | 0 | 1 | 0 |
| 1.315172 | 103.8443 | 307464 | 4050000 | 182 | 3 | 3.5553022 | 0.3475624 | 0.6441901 | 4.4849329 | 0.6401313 | 0.0340514 | 0.5442417 | 0.1213924 | 0.3329326 | 2.7253909 | 0.2660096 | 0.2660096 | 0.1505629 | 235 | 0 | 1 | 0 |
| 1.296362 | 103.8929 | 437918 | 1620000 | 81 | 1 | 4.8116858 | 0.3223261 | 1.2779495 | 2.4071990 | 1.1985511 | 0.4527941 | 0.5701478 | 0.2855756 | 1.1706088 | 1.1706088 | 1.3872281 | 1.3872281 | 0.1189833 | 239 | 1 | 1 | 0 |
| 1.297318 | 103.8926 | 437986 | 2501000 | 191 | 1 | 4.8131894 | 0.2812502 | 1.2006783 | 2.3015202 | 1.1158155 | 0.3479350 | 0.5475103 | 0.2260671 | 1.1179703 | 1.1179703 | 1.3536992 | 1.3536992 | 0.0500749 | 239 | 1 | 1 | 0 |
| 1.315386 | 103.7786 | 276952 | 2458800 | 137 | 10 | 8.8294641 | 0.3141101 | 1.0285437 | 4.4929952 | 0.8757098 | 0.2231342 | 0.4510000 | 0.2332048 | 0.6397728 | 0.6397728 | 1.4503313 | 0.8068043 | 0.0495894 | 239 | 0 | 1 | 0 |
| 1.314687 | 103.7783 | 276953 | 2230000 | 136 | 10 | 8.8274213 | 0.3952797 | 1.0322926 | 4.5001463 | 0.8385382 | 0.2049966 | 0.3753875 | 0.2255669 | 0.6926924 | 0.6926924 | 1.4250562 | 0.7725246 | 0.0885370 | 239 | 0 | 1 | 0 |
| 1.314441 | 103.7779 | 276954 | 2550000 | 139 | 10 | 8.8601899 | 0.4320626 | 1.0700501 | 4.4710640 | 0.7910254 | 0.2414331 | 0.3565810 | 0.2657856 | 0.7461891 | 0.7461891 | 1.4463580 | 0.7262572 | 0.1175671 | 239 | 0 | 1 | 0 |
| 1.307383 | 103.8390 | 229809 | 4840000 | 124 | 4 | 2.9485686 | 0.3494131 | 1.0384434 | 3.8848967 | 0.5349962 | 0.7732410 | 0.5889025 | 0.7279951 | 0.3510577 | 3.7474391 | 0.5297557 | 0.7100830 | 0.4983913 | 240 | 0 | 1 | 0 |
| 1.336437 | 103.8686 | 357905 | 1560000 | 112 | 8 | 6.1286263 | 0.2247721 | 0.6739248 | 3.3993230 | 1.2924210 | 0.4739865 | 0.4068790 | 0.8965211 | 0.6661462 | 1.5336116 | 1.6109696 | 0.4386238 | 0.1830328 | 240 | 0 | 1 | 0 |
| 1.335766 | 103.8691 | 357907 | 1465000 | 111 | 8 | 6.0777944 | 0.1575182 | 0.5814383 | 3.3049107 | 1.3500776 | 0.4572476 | 0.4385084 | 0.8000849 | 0.6462852 | 1.6023197 | 1.6683141 | 0.3976566 | 0.1364472 | 240 | 0 | 1 | 0 |
| 1.333822 | 103.7864 | 589650 | 1315000 | 88 | 9 | 9.1160158 | 0.2180885 | 1.0918364 | 4.9064157 | 1.3116222 | 0.5170476 | 0.3417056 | 0.3826884 | 0.4341606 | 1.8970888 | 1.0262866 | 0.4396805 | 0.0860747 | 242 | 0 | 1 | 0 |
| 1.333821 | 103.7863 | 589651 | 1980000 | 128 | 9 | 9.1183362 | 0.2207410 | 1.0943933 | 4.9034095 | 1.3090338 | 0.5198195 | 0.3393667 | 0.3816560 | 0.4312063 | 1.8965866 | 1.0238395 | 0.4376557 | 0.0878540 | 242 | 0 | 1 | 0 |
| 1.334162 | 103.7868 | 589652 | 1850000 | 125 | 9 | 9.1034624 | 0.1606187 | 1.0729574 | 4.9519852 | 1.3342061 | 0.4911483 | 0.3597102 | 0.3691589 | 0.4870000 | 1.9407746 | 1.0445110 | 0.4481258 | 0.0342575 | 242 | 0 | 1 | 0 |
| 1.334192 | 103.7868 | 589653 | 2095000 | 139 | 9 | 9.1025971 | 0.1558435 | 1.0716687 | 4.9557345 | 1.3360477 | 0.4893875 | 0.3614577 | 0.3682387 | 0.4914516 | 1.9446233 | 1.0460149 | 0.4490040 | 0.0308614 | 242 | 0 | 1 | 0 |
| 1.333671 | 103.7866 | 589655 | 2125000 | 140 | 9 | 9.0823233 | 0.2031746 | 1.0578219 | 4.9357845 | 1.3456312 | 0.4834567 | 0.3754793 | 0.4099980 | 0.4598808 | 1.8846314 | 1.0602267 | 0.4724850 | 0.0903985 | 242 | 0 | 1 | 0 |
| 1.341225 | 103.9554 | 529874 | 1267600 | 125 | 13 | 13.1996292 | 0.3115254 | 0.3027778 | 7.4041771 | 1.2956110 | 0.3426184 | 0.2953866 | 0.0669715 | 0.4176800 | 1.5824501 | 0.3221566 | 0.3362961 | 0.1244959 | 242 | 1 | 0 | 1 |
| 1.341225 | 103.9554 | 529878 | 1350000 | 142 | 13 | 13.2024579 | 0.3142715 | 0.2996035 | 7.4072039 | 1.2985994 | 0.3416510 | 0.2976995 | 0.0681669 | 0.4207776 | 1.5850347 | 0.3248683 | 0.3391909 | 0.1232321 | 242 | 1 | 0 | 1 |
| 1.341234 | 103.9554 | 529880 | 1498888 | 160 | 13 | 13.2020661 | 0.3128899 | 0.3004073 | 7.4066150 | 1.2972911 | 0.3409847 | 0.2962777 | 0.0687174 | 0.4201003 | 1.5836281 | 0.3234803 | 0.3378475 | 0.1226865 | 242 | 1 | 0 | 1 |
| 1.316246 | 103.9414 | 466503 | 1535000 | 155 | 23 | 10.6283216 | 0.1924387 | 0.7323564 | 5.3845742 | 0.8073200 | 0.3149066 | 0.3598090 | 0.3374396 | 0.4802990 | 0.4802990 | 1.0035763 | 0.8869787 | 0.1461856 | 242 | 1 | 1 | 0 |
| 1.316803 | 103.9415 | 466504 | 1309888 | 115 | 23 | 10.6605131 | 0.1303034 | 0.6967629 | 5.3945241 | 0.7829269 | 0.3633951 | 0.4221669 | 0.2758147 | 0.4543986 | 0.4543986 | 0.9463818 | 0.8248940 | 0.2080461 | 242 | 1 | 1 | 0 |
| 1.316341 | 103.9407 | 466502 | 1440000 | 116 | 24 | 10.5589249 | 0.2207684 | 0.6739591 | 5.3066819 | 0.7391583 | 0.2620350 | 0.3751454 | 0.3041420 | 0.5524253 | 0.5524253 | 0.9786109 | 0.8823515 | 0.1457801 | 242 | 1 | 1 | 0 |
| 1.316722 | 103.9408 | 466506 | 1367500 | 115 | 24 | 10.5854111 | 0.1805632 | 0.6497588 | 5.3181252 | 0.7239218 | 0.2891681 | 0.4151887 | 0.2739561 | 0.5314923 | 0.5314923 | 0.9389566 | 0.8388863 | 0.1869013 | 242 | 1 | 1 | 0 |
| 1.294601 | 103.8283 | 248348 | 1802500 | 80 | 0 | 2.8360448 | 0.0986006 | 0.3950665 | 3.5816609 | 0.4079234 | 0.2173554 | 0.5883647 | 0.5773865 | 0.6449046 | 2.1974201 | 0.4223050 | 0.2300748 | 0.0325922 | 248 | 1 | 0 | 0 |
| 1.310501 | 103.8008 | 278743 | 1900000 | 92 | 3 | 6.3615768 | 0.1738939 | 0.4744164 | 6.9790553 | 0.3920414 | 0.5010876 | 0.5235097 | 0.6006106 | 1.1882281 | 1.4180067 | 1.4341469 | 0.6071953 | 0.0852035 | 248 | 0 | 1 | 0 |
| 1.310575 | 103.7999 | 278745 | 3900000 | 185 | 3 | 6.4584410 | 0.0757631 | 0.3789715 | 6.8783274 | 0.4010094 | 0.4822051 | 0.4185359 | 0.4968768 | 1.1927573 | 1.4745323 | 1.3364332 | 0.5025724 | 0.1554832 | 248 | 0 | 1 | 0 |
| 1.309895 | 103.7999 | 278746 | 3100000 | 92 | 3 | 6.4200008 | 0.0819540 | 0.3602976 | 6.9105581 | 0.3256521 | 0.4086417 | 0.4406334 | 0.5258488 | 1.1172483 | 1.5312849 | 1.3195928 | 0.5103145 | 0.1977995 | 248 | 0 | 1 | 0 |
| 1.305608 | 103.8381 | 229811 | 3455000 | 159 | 11 | 2.8243506 | 0.3850131 | 1.0461971 | 3.7550111 | 0.7433301 | 0.9887455 | 0.5732040 | 0.9405800 | 0.5577115 | 3.7128779 | 0.3122641 | 0.5122385 | 0.3843793 | 248 | 0 | 1 | 0 |
| 1.305543 | 103.8387 | 229813 | 3219444 | 184 | 11 | 2.7850449 | 0.4368363 | 0.9829482 | 3.7176866 | 0.7410555 | 0.9782429 | 0.5627413 | 0.8997686 | 0.5247129 | 3.7337762 | 0.3332738 | 0.5584944 | 0.4043396 | 248 | 0 | 1 | 0 |
| 1.305844 | 103.8389 | 229814 | 1794000 | 112 | 11 | 2.8062621 | 0.4662447 | 0.9796417 | 3.7399271 | 0.7063539 | 0.9421980 | 0.5964192 | 0.8734838 | 0.4886176 | 3.7704399 | 0.3697429 | 0.5904731 | 0.4409116 | 248 | 0 | 1 | 0 |
| 1.428819 | 103.7822 | 738207 | 1175000 | 141 | 16 | 17.8257159 | 0.1719790 | 0.7774384 | 1.0333758 | 1.7207387 | 0.7705475 | 0.9965754 | 0.9176184 | 0.4849133 | 6.4220185 | 0.8989954 | 0.1207692 | 0.1700506 | 248 | 1 | 0 | 1 |
| 1.429066 | 103.7820 | 738209 | 1250000 | 183 | 16 | 17.8621989 | 0.1670757 | 0.7388634 | 1.0221215 | 1.6857841 | 0.7673077 | 0.9605859 | 0.8823234 | 0.4508186 | 6.4442162 | 0.8895520 | 0.1005920 | 0.1344977 | 248 | 1 | 0 | 1 |
| 1.429066 | 103.7820 | 738210 | 1438000 | 191 | 16 | 17.8621989 | 0.1670757 | 0.7388634 | 1.0221215 | 1.6857841 | 0.7673077 | 0.9605859 | 0.8823234 | 0.4508186 | 6.4442162 | 0.8895520 | 0.1005920 | 0.1344977 | 248 | 1 | 0 | 1 |
| 1.429066 | 103.7820 | 738211 | 1042500 | 150 | 16 | 17.8621989 | 0.1670757 | 0.7388634 | 1.0221215 | 1.6857841 | 0.7673077 | 0.9605859 | 0.8823234 | 0.4508186 | 6.4442162 | 0.8895520 | 0.1005920 | 0.1344977 | 248 | 1 | 0 | 1 |
| 1.291701 | 103.8340 | 239426 | 2290000 | 114 | 19 | 2.1231311 | 0.3431622 | 0.5970071 | 2.8770878 | 0.3229719 | 0.5972038 | 0.3343151 | 0.1639242 | 0.3510313 | 2.1325418 | 0.3132805 | 0.3322432 | 0.1178752 | 248 | 1 | 1 | 0 |
| 1.246774 | 103.8444 | 98449 | 3850000 | 244 | 6 | 4.1967991 | 2.9241420 | 3.2007464 | 3.4486156 | 3.3135909 | 0.2965658 | 3.3259119 | 1.2947782 | 3.2375793 | 3.8820523 | 2.9571273 | 0.5094284 | 2.4766392 | 249 | 0 | 0 | 1 |
| 1.245420 | 103.8436 | 98450 | 3550000 | 188 | 6 | 4.3618434 | 3.0729453 | 3.3467410 | 3.6207340 | 3.4612592 | 0.3183869 | 3.4341783 | 1.1248410 | 3.3741534 | 3.9545456 | 2.9959782 | 0.4562676 | 2.4598788 | 249 | 0 | 0 | 1 |
| 1.245531 | 103.8437 | 98451 | 3227500 | 219 | 6 | 4.3469711 | 3.0607040 | 3.3349318 | 3.6043460 | 3.4492087 | 0.3172087 | 3.4367499 | 1.1436459 | 3.3636888 | 3.9521362 | 2.9972258 | 0.4646421 | 2.4668316 | 249 | 0 | 0 | 1 |
| 1.304950 | 103.8371 | 229658 | 1935000 | 93 | 2 | 2.8269322 | 0.2471154 | 1.1408120 | 3.7512090 | 0.8432844 | 0.9682336 | 0.5278571 | 0.9804999 | 0.6902307 | 3.5982340 | 0.2024031 | 0.3762672 | 0.2886877 | 250 | 1 | 1 | 0 |
| 1.304789 | 103.8379 | 229660 | 3800000 | 169 | 2 | 2.7621326 | 0.3188662 | 1.0491993 | 3.6897199 | 0.8377499 | 1.0451845 | 0.4871224 | 0.9012902 | 0.6458198 | 3.6190420 | 0.2176515 | 0.4359223 | 0.2897513 | 250 | 1 | 1 | 0 |
| 1.327827 | 103.9115 | 417455 | 1160000 | 113 | 9 | 8.2674642 | 0.2762587 | 0.7216144 | 2.3244797 | 0.6570305 | 0.3469413 | 0.7742786 | 0.3653810 | 0.3516159 | 1.8107906 | 2.3264983 | 0.4526186 | 0.0761049 | 250 | 0 | 1 | 0 |
| 1.328097 | 103.9118 | 417456 | 1145000 | 113 | 9 | 8.3109220 | 0.3036728 | 0.6819157 | 2.3667309 | 0.6163659 | 0.3571105 | 0.7983001 | 0.3396855 | 0.3252855 | 1.7917916 | 2.3175252 | 0.4881454 | 0.0613055 | 250 | 0 | 1 | 0 |
| 1.328281 | 103.9121 | 417471 | 1205500 | 113 | 9 | 8.3515440 | 0.3253736 | 0.6420961 | 2.4075645 | 0.5836768 | 0.3620403 | 0.8141013 | 0.3114950 | 0.3131471 | 1.7667779 | 2.2862339 | 0.5166605 | 0.0646505 | 250 | 0 | 1 | 0 |
| 1.328377 | 103.9124 | 417472 | 1490000 | 144 | 9 | 8.3815638 | 0.3398270 | 0.6108985 | 2.4385023 | 0.5632855 | 0.3634415 | 0.8222387 | 0.2878734 | 0.3126921 | 1.7439465 | 2.2593038 | 0.5355656 | 0.0779949 | 250 | 0 | 1 | 0 |
| 1.324291 | 103.8045 | 269197 | 1758000 | 87 | 17 | 6.8840028 | 0.4508047 | 1.1845612 | 6.9895169 | 0.9019739 | 0.5024264 | 0.3473028 | 0.1121459 | 0.5525794 | 0.5525794 | 2.6327002 | 0.6440083 | 0.3377184 | 251 | 0 | 0 | 1 |
| 1.324173 | 103.8052 | 269198 | 2185000 | 162 | 17 | 6.8101616 | 0.4383589 | 1.2680933 | 7.0766795 | 0.8805482 | 0.5640869 | 0.2979487 | 0.0290642 | 0.4823727 | 0.4823727 | 2.6824118 | 0.5570456 | 0.3013659 | 251 | 0 | 0 | 1 |
| 1.324660 | 103.8049 | 269199 | 2030000 | 147 | 17 | 6.8738064 | 0.4101800 | 1.2120400 | 7.0322660 | 0.9369866 | 0.4986789 | 0.2836376 | 0.0754351 | 0.5475778 | 0.5475778 | 2.6958557 | 0.6006455 | 0.2821430 | 251 | 0 | 0 | 1 |
| 1.324832 | 103.8042 | 269200 | 1345000 | 101 | 17 | 6.9458289 | 0.4020052 | 1.1321608 | 6.9516338 | 0.9658561 | 0.4358610 | 0.3372770 | 0.1542970 | 0.6155672 | 0.6155672 | 2.6572182 | 0.6815153 | 0.2992291 | 251 | 0 | 0 | 1 |
| 1.325030 | 103.8035 | 269201 | 2200000 | 175 | 17 | 7.0209375 | 0.3189622 | 1.0500517 | 6.8693099 | 1.0035985 | 0.3768400 | 0.4004504 | 0.2369103 | 0.6893056 | 0.6893056 | 2.6218857 | 0.7642587 | 0.3345876 | 251 | 0 | 0 | 1 |
| 1.325163 | 103.8029 | 269203 | 1730000 | 127 | 17 | 7.0802659 | 0.2522689 | 0.9845727 | 6.8026160 | 1.0352670 | 0.3393501 | 0.4575814 | 0.3034327 | 0.7488932 | 0.7488932 | 2.5922194 | 0.8162218 | 0.3765215 | 251 | 0 | 0 | 1 |
| 1.324708 | 103.8030 | 269204 | 1950000 | 171 | 17 | 7.0385794 | 0.2831768 | 1.0177490 | 6.8212244 | 0.9835051 | 0.3911525 | 0.4633113 | 0.2794711 | 0.7087064 | 0.7087064 | 2.5603910 | 0.8115060 | 0.3981260 | 251 | 0 | 0 | 1 |
| 1.389729 | 103.8567 | 806746 | 1210000 | 189 | 17 | 11.7521600 | 0.3100336 | 2.5117407 | 5.3706364 | 1.8975942 | 0.3100336 | 1.5807541 | 0.1721505 | 1.5703494 | 1.5703494 | 1.3623299 | 1.3526321 | 0.1802205 | 252 | 1 | 0 | 1 |
| 1.389729 | 103.8567 | 806747 | 940000 | 119 | 17 | 11.7521600 | 0.3100336 | 2.5117407 | 5.3706364 | 1.8975942 | 0.3100336 | 1.5807541 | 0.1721505 | 1.5703494 | 1.5703494 | 1.3623299 | 1.3526321 | 0.1802205 | 252 | 1 | 0 | 1 |
| 1.389729 | 103.8567 | 806748 | 1035000 | 135 | 17 | 11.7521600 | 0.3100336 | 2.5117407 | 5.3706364 | 1.8975942 | 0.3100336 | 1.5807541 | 0.1721505 | 1.5703494 | 1.5703494 | 1.3623299 | 1.3526321 | 0.1802205 | 252 | 1 | 0 | 1 |
| 1.316962 | 103.7749 | 597593 | 1292500 | 131 | 19 | 9.2696603 | 0.4605929 | 0.7001003 | 4.0532975 | 0.5457434 | 0.6529425 | 0.7494507 | 0.6689819 | 0.8240122 | 1.0222512 | 1.2128257 | 0.4713180 | 0.2217791 | 254 | 1 | 0 | 1 |
| 1.316510 | 103.7754 | 597594 | 1070000 | 86 | 19 | 9.2021326 | 0.4306127 | 0.7668724 | 4.1221576 | 0.5679990 | 0.5829211 | 0.6791610 | 0.5998131 | 0.8717448 | 0.9710547 | 1.2560186 | 0.4936960 | 0.1709919 | 254 | 1 | 0 | 1 |
| 1.316702 | 103.7760 | 597595 | 1250000 | 89 | 19 | 9.1526777 | 0.3647229 | 0.8179970 | 4.1692278 | 0.6341794 | 0.5403535 | 0.6669246 | 0.5547697 | 0.9074320 | 0.9074320 | 1.3214099 | 0.5599443 | 0.1059110 | 254 | 1 | 0 | 1 |
| 1.344351 | 103.9643 | 486843 | 990000 | 113 | 17 | 14.2359648 | 0.1705566 | 0.7520235 | 8.4536844 | 2.1948062 | 0.3303444 | 0.4403954 | 0.3502597 | 1.0515679 | 2.2400622 | 1.1543138 | 1.0556949 | 0.2563921 | 256 | 1 | 1 | 0 |
| 1.344959 | 103.9632 | 486850 | 960000 | 93 | 17 | 14.1600156 | 0.2355583 | 0.6742661 | 8.3625188 | 2.0688818 | 0.2472475 | 0.4189237 | 0.2734471 | 0.9592784 | 2.1029484 | 1.1630582 | 1.0237350 | 0.1790127 | 256 | 1 | 1 | 0 |
| 1.326670 | 103.8116 | 288408 | 1347500 | 84 | 18 | 6.4895018 | 0.1063006 | 1.8809699 | 7.3762666 | 0.3907431 | 0.4061816 | 0.5359255 | 0.2245350 | 0.7449506 | 0.7449506 | 2.7705823 | 0.3563407 | 0.2409471 | 256 | 1 | 1 | 0 |
| 1.244021 | 103.8428 | 98529 | 4590000 | 259 | 5 | 4.5305826 | 3.2292352 | 3.5005446 | 3.7945798 | 3.6163694 | 0.4272787 | 3.4803732 | 0.9611172 | 3.5200713 | 4.0426309 | 3.0545666 | 0.4778206 | 2.4663778 | 264 | 0 | 0 | 1 |
| 1.243254 | 103.8420 | 98530 | 3500000 | 193 | 5 | 4.6353721 | 3.3182470 | 3.5865154 | 3.9092609 | 3.7037440 | 0.4998236 | 3.4716026 | 0.8305670 | 3.5974838 | 4.0665247 | 3.0561719 | 0.4866663 | 2.4304555 | 264 | 0 | 0 | 1 |
| 1.243229 | 103.8420 | 98532 | 2698000 | 176 | 5 | 4.6374646 | 3.3208716 | 3.5892289 | 3.9108811 | 3.7064196 | 0.5026245 | 3.4754531 | 0.8308900 | 3.6004148 | 4.0702494 | 3.0600068 | 0.4903891 | 2.4342325 | 264 | 0 | 0 | 1 |
| 1.244311 | 103.8427 | 98535 | 1850000 | 113 | 5 | 4.5027981 | 3.1975559 | 3.4683248 | 3.7704055 | 3.5844070 | 0.3920496 | 3.4457118 | 0.9690596 | 3.4865239 | 4.0062835 | 3.0191516 | 0.4430754 | 2.4349874 | 264 | 0 | 0 | 1 |
| 1.294942 | 103.8313 | 239403 | 2350000 | 83 | 20 | 2.5535269 | 0.1360362 | 0.5193069 | 3.3364131 | 0.2886414 | 0.3079421 | 0.2551744 | 0.4671287 | 0.5665587 | 2.3271312 | 0.1628428 | 0.1374224 | 0.0843022 | 264 | 0 | 1 | 0 |
| 1.276631 | 103.8246 | 99309 | 2150000 | 179 | 29 | 3.0963445 | 0.2701896 | 0.3617566 | 3.3468824 | 0.4051901 | 0.3702818 | 1.0806897 | 0.7256198 | 0.1630632 | 0.1630632 | 1.1296697 | 1.0441445 | 0.1281673 | 264 | 1 | 1 | 0 |
| 1.276016 | 103.8241 | 99310 | 2030000 | 184 | 29 | 3.1658431 | 0.2746937 | 0.2759385 | 3.3994290 | 0.4478422 | 0.3221930 | 1.1603349 | 0.6619758 | 0.0856864 | 0.0856864 | 1.2096944 | 1.0528423 | 0.0971466 | 264 | 1 | 1 | 0 |
| 1.282407 | 103.8463 | 69415 | 1690000 | 77 | 16 | 0.5963565 | 0.1359427 | 0.3510815 | 1.1635521 | 0.2900074 | 0.8612568 | 0.2153476 | 0.2195020 | 1.0301090 | 2.5950585 | 0.1375989 | 0.1375989 | 0.1265153 | 265 | 0 | 0 | 0 |
| 1.328240 | 103.9517 | 489929 | 1240000 | 140 | 17 | 12.1865711 | 0.1480433 | 1.2302961 | 6.6235694 | 0.9726346 | 0.5594123 | 0.5751088 | 0.1833590 | 1.3230306 | 1.3747819 | 1.3950342 | 0.5575621 | 0.1429277 | 268 | 1 | 0 | 1 |
| 1.353445 | 103.7605 | 669587 | 1220000 | 126 | 13 | 12.7298521 | 0.1257458 | 0.9117833 | 3.0271824 | 2.3252980 | 0.4789437 | 1.1313243 | 0.2219428 | 0.6997410 | 4.6925447 | 0.9850591 | 0.7212750 | 0.0657503 | 270 | 1 | 1 | 0 |
| 1.353187 | 103.7611 | 669626 | 1210000 | 117 | 13 | 12.6548968 | 0.2033669 | 0.9562468 | 3.0551154 | 2.2524198 | 0.4994000 | 1.2079839 | 0.2413447 | 0.7751710 | 4.7591698 | 0.9376174 | 0.7388157 | 0.1211746 | 270 | 1 | 1 | 0 |
| 1.333794 | 103.8088 | 289850 | 2000000 | 183 | 35 | 7.2895575 | 0.7033998 | 1.6381908 | 7.4022860 | 1.2221930 | 0.8082909 | 0.8561631 | 0.2329170 | 1.4276201 | 1.4276201 | 3.3877362 | 0.3483634 | 0.7778312 | 272 | 1 | 0 | 1 |
| 1.334402 | 103.8087 | 289851 | 1512500 | 167 | 35 | 7.3501367 | 0.7645729 | 1.6482492 | 7.3889733 | 1.2883732 | 0.8102081 | 0.9182830 | 0.3015031 | 1.4943782 | 1.4943782 | 3.3524855 | 0.3937486 | 0.8290208 | 272 | 1 | 0 | 1 |
| 1.335024 | 103.8084 | 289852 | 1630000 | 159 | 35 | 7.4234542 | 0.8249146 | 1.6455637 | 7.3586257 | 1.3643316 | 0.8019868 | 0.9795570 | 0.3267517 | 1.5624606 | 1.5624606 | 3.3306400 | 0.4389516 | 0.8588722 | 272 | 1 | 0 | 1 |
| 1.335792 | 103.8084 | 289853 | 1680000 | 159 | 35 | 7.4877920 | 0.9089581 | 1.6835495 | 7.3629914 | 1.4396892 | 0.8380943 | 1.0637812 | 0.3253272 | 1.6476799 | 1.6476799 | 3.2743224 | 0.5181783 | 0.9238990 | 272 | 1 | 0 | 1 |
| 1.331265 | 103.8406 | 297724 | 4577500 | 262 | 5 | 5.3882297 | 0.2718934 | 0.2294258 | 6.0126857 | 0.8855857 | 0.2320765 | 0.6200943 | 0.7509367 | 0.2502628 | 1.7204148 | 1.2307808 | 0.7437534 | 0.1499071 | 273 | 0 | 1 | 0 |
| 1.330615 | 103.8406 | 297726 | 3550000 | 211 | 5 | 5.3188567 | 0.3286335 | 0.2271276 | 5.9991357 | 0.9497710 | 0.2116555 | 0.5861961 | 0.6841708 | 0.3136359 | 1.7533980 | 1.1641329 | 0.7691080 | 0.1018138 | 273 | 0 | 1 | 0 |
| 1.331673 | 103.8416 | 297727 | 2920000 | 172 | 5 | 5.4080313 | 0.3315389 | 0.1210251 | 5.9131187 | 0.7911295 | 0.1790781 | 0.5726851 | 0.7146962 | 0.1619414 | 1.5973874 | 1.2424658 | 0.6216232 | 0.2645827 | 273 | 0 | 1 | 0 |
| 1.299708 | 103.8153 | 248479 | 1990000 | 96 | 26 | 4.3909061 | 0.2030673 | 1.3936341 | 5.1076015 | 1.3661866 | 0.1444651 | 0.8498009 | 1.2629087 | 0.9196358 | 2.4857432 | 1.1203199 | 0.7169535 | 0.2122275 | 274 | 0 | 1 | 0 |
| 1.300233 | 103.8155 | 248480 | 2400000 | 124 | 26 | 4.3890796 | 0.2571924 | 1.4422631 | 5.1139886 | 1.4162537 | 0.2090153 | 0.7853198 | 1.2026900 | 0.9713263 | 2.4398244 | 1.0669848 | 0.7773183 | 0.2068888 | 274 | 0 | 1 | 0 |
| 1.299617 | 103.8170 | 248469 | 1825000 | 95 | 27 | 4.2128713 | 0.2393003 | 1.4591117 | 4.9398442 | 1.3214723 | 0.2802294 | 0.7882227 | 1.2708815 | 1.0895250 | 2.5621341 | 0.9685556 | 0.8606064 | 0.0382079 | 274 | 0 | 1 | 0 |
| 1.293005 | 103.8249 | 249099 | 1613700 | 92 | 6 | 3.1203086 | 0.4145081 | 0.4723783 | 3.8056504 | 0.5367062 | 0.2404629 | 0.8011259 | 0.6058771 | 0.2443956 | 1.9725723 | 0.7670549 | 0.2245138 | 0.1717968 | 275 | 0 | 1 | 0 |
| 1.292333 | 103.8246 | 249103 | 2125000 | 139 | 6 | 3.1298689 | 0.3735437 | 0.4760808 | 3.7996997 | 0.4943516 | 0.2867277 | 0.7413454 | 0.5271305 | 0.1661057 | 1.8967770 | 0.7102704 | 0.2705835 | 0.1672795 | 275 | 0 | 1 | 0 |
| 1.292624 | 103.8244 | 249105 | 1705000 | 99 | 6 | 3.1589894 | 0.4113412 | 0.5056699 | 3.8329585 | 0.5323321 | 0.2992201 | 0.7787938 | 0.5572375 | 0.1777823 | 1.9286179 | 0.7480666 | 0.2830237 | 0.1933694 | 275 | 0 | 1 | 0 |
| 1.292588 | 103.8244 | 249107 | 2039888 | 122 | 6 | 3.1649197 | 0.4131492 | 0.5113871 | 3.8376360 | 0.5338149 | 0.3073092 | 0.7778055 | 0.5526723 | 0.1702847 | 1.9244733 | 0.7475315 | 0.2911079 | 0.1881645 | 275 | 0 | 1 | 0 |
| 1.317249 | 103.7615 | 128803 | 869800 | 76 | 18 | 10.6676290 | 0.2451164 | 0.5954910 | 2.7741234 | 0.5475729 | 0.3617332 | 0.4591786 | 0.4781006 | 0.2490858 | 2.5147310 | 0.3945181 | 0.3945181 | 0.0420358 | 276 | 1 | 0 | 1 |
| 1.317265 | 103.7610 | 128805 | 850000 | 75 | 18 | 10.7231767 | 0.2012339 | 0.6436489 | 2.7280156 | 0.5861942 | 0.4201724 | 0.5120759 | 0.4373970 | 0.2660214 | 2.5732914 | 0.4417466 | 0.4417466 | 0.0753845 | 276 | 1 | 0 | 1 |
| 1.318146 | 103.8305 | 258709 | 3103000 | 154 | 1 | 4.4571465 | 0.2201144 | 1.8823000 | 5.3869296 | 1.1955131 | 0.4626495 | 0.5047080 | 0.4482247 | 0.4392004 | 2.5028081 | 1.2292457 | 0.3915505 | 0.1749005 | 278 | 0 | 1 | 0 |
| 1.317258 | 103.8300 | 258710 | 2030000 | 93 | 1 | 4.4027690 | 0.3255679 | 1.9902951 | 5.3296177 | 1.1915074 | 0.5458756 | 0.5066075 | 0.5582186 | 0.4939004 | 2.4634055 | 1.1233206 | 0.4026535 | 0.2248066 | 278 | 0 | 1 | 0 |
| 1.316283 | 103.7535 | 127466 | 1380000 | 117 | 10 | 11.4768773 | 0.0601165 | 0.8580633 | 2.2477773 | 0.7858035 | 0.9996576 | 1.3021810 | 0.3279913 | 0.5579303 | 3.4094458 | 1.2039067 | 0.7967835 | 0.1662411 | 280 | 0 | 0 | 0 |
| 1.316348 | 103.7531 | 127468 | 1615000 | 151 | 10 | 11.5264934 | 0.0892113 | 0.8158906 | 2.2144152 | 0.8297762 | 0.9542154 | 1.3524804 | 0.3781359 | 0.5984249 | 3.4591664 | 1.2542741 | 0.8402632 | 0.1237974 | 280 | 0 | 0 | 0 |
| 1.316562 | 103.7527 | 127470 | 1630000 | 158 | 10 | 11.5661562 | 0.1298748 | 0.7748284 | 2.1761395 | 0.8711839 | 0.9127941 | 1.3885572 | 0.4169253 | 0.6394420 | 3.4927914 | 1.2910516 | 0.8816420 | 0.1128420 | 280 | 0 | 0 | 0 |
| 1.317030 | 103.7530 | 127472 | 1240000 | 95 | 10 | 11.5522231 | 0.1549180 | 0.7653893 | 2.1500555 | 0.8784949 | 0.9118236 | 1.3632911 | 0.4042386 | 0.6539601 | 3.4607277 | 1.2678814 | 0.8900404 | 0.1733408 | 280 | 0 | 0 | 0 |
| 1.317246 | 103.7534 | 127474 | 1542500 | 116 | 10 | 11.5164266 | 0.1669226 | 0.7879706 | 2.1562628 | 0.8605017 | 0.9401234 | 1.3217122 | 0.3741344 | 0.6430300 | 3.4150845 | 1.2275954 | 0.8728875 | 0.2212761 | 280 | 0 | 0 | 0 |
| 1.349274 | 103.7491 | 658074 | 1275000 | 137 | 11 | 13.5058688 | 0.2543538 | 0.5307322 | 1.9428794 | 1.4141822 | 0.6087926 | 0.0669373 | 1.1888543 | 0.6351436 | 3.3727947 | 0.0419188 | 0.0419188 | 0.1604132 | 280 | 0 | 0 | 1 |
| 1.289576 | 103.8296 | 169586 | 1145000 | 94 | 22 | 2.5104655 | 0.1629700 | 0.1939073 | 3.1644950 | 0.1781482 | 0.1952456 | 0.4715512 | 0.2766242 | 0.6724156 | 1.7035370 | 0.4368977 | 0.3146671 | 0.1490823 | 280 | 1 | 0 | 1 |
| 1.290080 | 103.8299 | 169588 | 1390000 | 115 | 22 | 2.4961410 | 0.1299451 | 0.1712043 | 3.1651131 | 0.2357195 | 0.1723432 | 0.4711045 | 0.2264495 | 0.7194050 | 1.7664352 | 0.4575220 | 0.3445490 | 0.1355569 | 280 | 1 | 0 | 1 |
| 1.322407 | 103.9444 | 469296 | 1281500 | 224 | 30 | 11.1865151 | 0.1961169 | 0.4645925 | 5.7357980 | 0.4118818 | 0.2697393 | 0.5918219 | 0.2848524 | 0.5583602 | 0.5583602 | 0.6328990 | 0.3675886 | 0.0595270 | 280 | 1 | 0 | 1 |
| 1.322478 | 103.9456 | 469297 | 1570000 | 211 | 30 | 11.3208454 | 0.1020757 | 0.5789912 | 5.8779132 | 0.5376575 | 0.2019384 | 0.5403599 | 0.1864416 | 0.5523757 | 0.5523757 | 0.7584043 | 0.4890012 | 0.1519031 | 280 | 1 | 0 | 1 |
| 1.321473 | 103.9444 | 469298 | 1550000 | 224 | 30 | 11.1464375 | 0.0964991 | 0.5342092 | 5.7270107 | 0.4700555 | 0.2123639 | 0.6878048 | 0.3586332 | 0.4581740 | 0.4581740 | 0.6864574 | 0.4328388 | 0.1265493 | 280 | 1 | 0 | 1 |
| 1.327935 | 103.8432 | 329425 | 1350000 | 84 | 2 | 4.9680495 | 0.2742671 | 0.2432871 | 5.6531801 | 1.1402608 | 0.2722394 | 0.7028110 | 0.3470957 | 0.2776323 | 1.6660017 | 0.8027497 | 0.4867374 | 0.1530010 | 282 | 0 | 1 | 0 |
| 1.328001 | 103.8432 | 329426 | 1800000 | 112 | 2 | 4.9752955 | 0.2769827 | 0.2362014 | 5.6549816 | 1.1331054 | 0.2651588 | 0.6968373 | 0.3542677 | 0.2841096 | 1.6617277 | 0.8100313 | 0.4874230 | 0.1598410 | 282 | 0 | 1 | 0 |
| 1.332005 | 103.9421 | 486060 | 1140000 | 149 | 11 | 11.4118509 | 0.1323675 | 0.2022268 | 5.6790971 | 0.3776514 | 0.5338993 | 0.7246346 | 0.2271909 | 0.2776882 | 0.9054946 | 0.8301913 | 0.4411984 | 0.2257732 | 288 | 1 | 0 | 1 |
| 1.332466 | 103.9423 | 486061 | 984000 | 111 | 11 | 11.4548315 | 0.1199323 | 0.2148416 | 5.7138978 | 0.4016750 | 0.5414896 | 0.7487734 | 0.1862142 | 0.2435184 | 0.9609249 | 0.8856807 | 0.4518011 | 0.1796911 | 288 | 1 | 0 | 1 |
| 1.327117 | 103.9428 | 466665 | 840000 | 88 | 21 | 11.2348308 | 0.1532596 | 0.3009200 | 5.6278657 | 0.3714345 | 0.4437919 | 0.4247435 | 0.4972164 | 0.5401553 | 0.5401553 | 0.4451732 | 0.3443992 | 0.1469978 | 288 | 1 | 0 | 1 |
| 1.294556 | 103.8352 | 238359 | 6500000 | 319 | 29 | 2.1625957 | 0.3879903 | 0.8176256 | 2.9843545 | 0.5057797 | 0.7127225 | 0.1762841 | 0.1916994 | 0.1450118 | 2.4700663 | 0.3700966 | 0.3479457 | 0.1636350 | 288 | 1 | 1 | 0 |
| 1.317040 | 103.7785 | 276693 | 3025000 | 202 | 3 | 8.9117927 | 0.1361513 | 1.0770673 | 4.4074166 | 0.9087681 | 0.3797161 | 0.6346341 | 0.3373421 | 0.6275126 | 0.6275126 | 1.5826773 | 0.8238157 | 0.1770139 | 289 | 1 | 1 | 0 |
| 1.316272 | 103.7781 | 276697 | 2875000 | 196 | 3 | 8.9191770 | 0.2322824 | 1.0549330 | 4.4008720 | 0.8400969 | 0.3329471 | 0.5528528 | 0.3394986 | 0.6765770 | 0.6765770 | 1.5478854 | 0.7680987 | 0.0893927 | 289 | 1 | 1 | 0 |
| 1.317386 | 103.7777 | 276698 | 1877500 | 94 | 3 | 9.0075161 | 0.1602099 | 0.9832549 | 4.3116872 | 0.8407813 | 0.4569803 | 0.6809544 | 0.4330118 | 0.7172092 | 0.7172092 | 1.5235358 | 0.7666125 | 0.1108841 | 289 | 1 | 1 | 0 |
| 1.363372 | 103.8313 | 579981 | 1820000 | 146 | 31 | 9.0945119 | 0.2199540 | 1.3286766 | 8.5112619 | 0.9527811 | 0.4783397 | 0.1447650 | 0.2851697 | 1.1117783 | 1.1410970 | 0.9630623 | 0.7621588 | 0.2348160 | 290 | 1 | 1 | 0 |
| 1.388553 | 103.8517 | 809694 | 1330000 | 115 | 22 | 11.6072638 | 0.2517037 | 2.1454005 | 5.9421440 | 1.4876733 | 0.3384270 | 1.0606473 | 0.1839259 | 1.5252848 | 1.5252848 | 1.8972274 | 1.3311111 | 0.4195823 | 292 | 1 | 0 | 0 |
| 1.388495 | 103.8537 | 809688 | 1160000 | 115 | 23 | 11.6034437 | 0.2251821 | 2.2290944 | 5.7319551 | 1.6740327 | 0.2251821 | 1.2275050 | 0.2404740 | 1.4600365 | 1.4600365 | 1.6736981 | 1.2529256 | 0.3846357 | 292 | 1 | 0 | 0 |
| 1.387975 | 103.8541 | 809689 | 1330000 | 153 | 23 | 11.5469179 | 0.2800712 | 2.2001584 | 5.7047312 | 1.6870991 | 0.2800712 | 1.2347853 | 0.2250491 | 1.3944612 | 1.3944612 | 1.6206544 | 1.1855372 | 0.4378385 | 292 | 1 | 0 | 0 |
| 1.387969 | 103.8536 | 809690 | 1380000 | 153 | 23 | 11.5449232 | 0.2841216 | 2.1731548 | 5.7589793 | 1.6384278 | 0.2841216 | 1.1867809 | 0.2819888 | 1.4045244 | 1.4045244 | 1.6778427 | 1.1985516 | 0.4421013 | 292 | 1 | 0 | 0 |
| 1.296315 | 103.8258 | 248730 | 5375000 | 295 | 25 | 3.1728326 | 0.2696283 | 0.6681382 | 3.9223538 | 0.7482188 | 0.3729880 | 0.7205911 | 0.9120577 | 0.6094096 | 2.3448872 | 0.7525207 | 0.3859341 | 0.3184967 | 292 | 1 | 1 | 0 |
| 1.295781 | 103.8265 | 248741 | 3900000 | 210 | 28 | 3.0734077 | 0.1738887 | 0.5779919 | 3.8212952 | 0.6471461 | 0.3038985 | 0.7985165 | 0.8117496 | 0.5968842 | 2.2938520 | 0.6542336 | 0.3077624 | 0.2457737 | 292 | 1 | 1 | 0 |
| 1.298243 | 103.7646 | 126793 | 1200000 | 117 | 1 | 9.7954570 | 0.4891558 | 0.7846999 | 4.5990568 | 0.6189968 | 0.5308861 | 1.8892160 | 0.2924669 | 1.8101821 | 2.9992325 | 0.6264875 | 0.4850127 | 0.0841283 | 295 | 0 | 0 | 1 |
| 1.298076 | 103.7643 | 126794 | 1510000 | 121 | 1 | 9.8252090 | 0.5104058 | 0.8111887 | 4.5969008 | 0.6363150 | 0.5578810 | 1.9090985 | 0.2579953 | 1.8113783 | 3.0360484 | 0.6544098 | 0.4980864 | 0.0594736 | 295 | 0 | 0 | 1 |
| 1.304316 | 103.8490 | 228490 | 1045000 | 51 | 7 | 2.2777904 | 0.1247040 | 0.2704454 | 3.1933151 | 0.2730423 | 0.5946287 | 0.2375913 | 0.1729574 | 0.3294919 | 3.7239936 | 0.2652794 | 0.2652464 | 0.1638376 | 295 | 0 | 1 | 0 |
| 1.304443 | 103.8489 | 228491 | 1660000 | 93 | 7 | 2.2929626 | 0.1219238 | 0.2721552 | 3.2090711 | 0.2693530 | 0.5876466 | 0.2277567 | 0.1620245 | 0.3223356 | 3.7118619 | 0.2687361 | 0.2687075 | 0.1809382 | 295 | 0 | 1 | 0 |
| 1.303558 | 103.8487 | 228492 | 1900000 | 55 | 7 | 2.1984004 | 0.0927664 | 0.1987964 | 3.1173692 | 0.3583939 | 0.6831167 | 0.3272205 | 0.1751437 | 0.2960705 | 3.8122505 | 0.3351917 | 0.3351461 | 0.1442880 | 295 | 0 | 1 | 0 |
| 1.303583 | 103.8488 | 228493 | 1535000 | 84 | 7 | 2.2006894 | 0.0947636 | 0.2030078 | 3.1193736 | 0.3541929 | 0.6790750 | 0.3235227 | 0.1762229 | 0.2991024 | 3.8089281 | 0.3308603 | 0.3308147 | 0.1418776 | 295 | 0 | 1 | 0 |
| 1.303497 | 103.8491 | 228495 | 1638000 | 84 | 7 | 2.1857271 | 0.1385965 | 0.2392783 | 3.1011855 | 0.3392537 | 0.6679678 | 0.3218973 | 0.2176859 | 0.3430562 | 3.7662507 | 0.3033359 | 0.3032837 | 0.0978779 | 295 | 0 | 1 | 0 |
| 1.347761 | 103.9629 | 486069 | 1375000 | 189 | 13 | 14.2785423 | 0.1012714 | 0.6709092 | 8.4437526 | 2.0434455 | 0.4865363 | 0.6985860 | 0.0816410 | 0.6465852 | 1.8832444 | 1.2302617 | 0.7169741 | 0.0944692 | 295 | 0 | 1 | 0 |
| 1.342956 | 103.9632 | 486828 | 863000 | 78 | 18 | 14.0540343 | 0.1009986 | 0.5853947 | 8.2846576 | 2.0876239 | 0.2096773 | 0.2457453 | 0.3603838 | 1.1789345 | 2.2535184 | 0.9878848 | 0.9035199 | 0.1270517 | 297 | 1 | 1 | 0 |
| 1.309495 | 103.9186 | 458968 | 2325000 | 196 | 31 | 7.9927633 | 0.4737354 | 0.4974096 | 3.0023798 | 0.5253770 | 0.2871952 | 0.4930050 | 0.1422112 | 0.4347728 | 1.6665681 | 1.6171988 | 0.6366790 | 0.1340285 | 298 | 1 | 1 | 0 |
| 1.308258 | 103.9190 | 458970 | 2125000 | 196 | 31 | 7.9894930 | 0.4814942 | 0.3790219 | 3.0926879 | 0.4609830 | 0.3610215 | 0.4717880 | 0.0472172 | 0.3136905 | 1.7599183 | 1.6315118 | 0.5459805 | 0.1755696 | 298 | 1 | 1 | 0 |
| 1.359303 | 103.9655 | 507009 | 1075000 | 118 | 12 | 15.2012844 | 0.2010583 | 0.6743134 | 8.6761623 | 2.7761879 | 0.5866563 | 1.3025762 | 0.3036189 | 0.7666145 | 1.4817719 | 2.2817857 | 0.8215190 | 0.3037361 | 299 | 1 | 1 | 0 |
| 1.358662 | 103.9653 | 507012 | 950000 | 120 | 12 | 15.1394603 | 0.2643667 | 0.5983916 | 8.6961559 | 2.7148819 | 0.5134241 | 1.2595828 | 0.3768517 | 0.6922195 | 1.5453647 | 2.2292722 | 0.7509413 | 0.3550029 | 299 | 1 | 1 | 0 |
| 1.359307 | 103.9647 | 507013 | 815000 | 104 | 12 | 15.1267785 | 0.1920560 | 0.6416178 | 8.6034993 | 2.7018113 | 0.5394681 | 1.2162653 | 0.3369647 | 0.7225278 | 1.4634261 | 2.2133623 | 0.7647835 | 0.2670878 | 299 | 1 | 1 | 0 |
| 1.357877 | 103.7627 | 669592 | 1127500 | 99 | 16 | 12.8374369 | 0.1418449 | 1.4268245 | 3.5653754 | 2.5221611 | 0.6795206 | 0.7815193 | 0.2201065 | 1.0356476 | 5.0461910 | 0.6071562 | 0.5777202 | 0.0385688 | 299 | 1 | 1 | 0 |
| 1.358668 | 103.7622 | 669610 | 1200000 | 115 | 16 | 12.9375538 | 0.0402466 | 1.4534325 | 3.5978367 | 2.6267996 | 0.7112721 | 0.7620580 | 0.2008369 | 1.0235534 | 5.0144527 | 0.5750361 | 0.6012645 | 0.0296047 | 299 | 1 | 1 | 0 |
| 1.341500 | 103.9537 | 529901 | 1265000 | 87 | 1 | 13.0511405 | 0.1547809 | 0.4852526 | 7.2401904 | 1.1119018 | 0.3225131 | 0.1778766 | 0.1881765 | 0.2602952 | 1.4172835 | 0.1671305 | 0.1649611 | 0.0613937 | 301 | 1 | 0 | 1 |
| 1.293840 | 103.8386 | 237988 | 1311200 | 55 | 4 | 1.8010586 | 0.3490164 | 0.7217232 | 2.6568276 | 0.6388640 | 0.9462382 | 0.5698928 | 0.4240479 | 0.2611926 | 2.6203929 | 0.4036513 | 0.4163278 | 0.2387006 | 302 | 0 | 1 | 0 |
| 1.294161 | 103.8380 | 237990 | 3605000 | 160 | 4 | 1.8746937 | 0.4229621 | 0.7672803 | 2.7272910 | 0.6905992 | 0.9620138 | 0.5000464 | 0.3737022 | 0.1977662 | 2.6090670 | 0.4781813 | 0.3877119 | 0.2469096 | 302 | 0 | 1 | 0 |
| 1.340292 | 103.7165 | 648923 | 1190000 | 206 | 0 | 16.2646637 | 0.3402165 | 0.3045165 | 2.9735471 | 0.6875107 | 0.4183519 | 0.6391840 | 0.0876173 | 0.2589300 | 0.7052528 | 1.2039456 | 0.7808935 | 0.0407650 | 304 | 1 | 0 | 1 |
| 1.341862 | 103.7184 | 648927 | 1180000 | 93 | 0 | 16.1446701 | 0.3605611 | 0.2726346 | 2.8318093 | 0.7241079 | 0.2896538 | 0.3711516 | 0.1999106 | 0.4135811 | 0.4835104 | 1.4286230 | 0.7906095 | 0.2638638 | 304 | 1 | 0 | 1 |
| 1.425631 | 103.8248 | 759075 | 1030000 | 170 | 14 | 15.9988459 | 0.0815288 | 0.5493060 | 4.4469507 | 0.7696807 | 0.7093221 | 1.1988821 | 0.1939874 | 0.6727542 | 2.1481807 | 1.3368772 | 1.2056824 | 0.1028568 | 304 | 0 | 0 | 1 |
| 1.424927 | 103.8250 | 759150 | 823000 | 110 | 14 | 15.9169382 | 0.1147774 | 0.6044258 | 4.4964457 | 0.8239551 | 0.7561496 | 1.2023008 | 0.2637066 | 0.6791770 | 2.1812454 | 1.3386552 | 1.2094913 | 0.0572649 | 304 | 0 | 0 | 1 |
| 1.424609 | 103.8249 | 759151 | 800000 | 108 | 14 | 15.8844550 | 0.1246953 | 0.6413477 | 4.4959396 | 0.8607367 | 0.7921598 | 1.2014466 | 0.3003525 | 0.7064243 | 2.2143384 | 1.3633968 | 1.2108843 | 0.0844913 | 304 | 0 | 0 | 1 |
| 1.424315 | 103.8245 | 759152 | 1320444 | 113 | 14 | 15.8603179 | 0.1269134 | 0.6892877 | 4.4660810 | 0.9091990 | 0.8425783 | 1.2121188 | 0.3412486 | 0.7592510 | 2.2672868 | 1.4152055 | 1.2216539 | 0.1231826 | 304 | 0 | 0 | 1 |
| 1.424748 | 103.8244 | 759153 | 792500 | 110 | 14 | 15.9108896 | 0.0757002 | 0.6559910 | 4.4339167 | 0.8763449 | 0.8138391 | 1.2568401 | 0.3012037 | 0.7523693 | 2.2470592 | 1.4127933 | 1.2663315 | 0.1319453 | 304 | 0 | 0 | 1 |
| 1.425720 | 103.8246 | 759155 | 808000 | 106 | 14 | 16.0126025 | 0.0667496 | 0.5531016 | 4.4230477 | 0.7732946 | 0.7158049 | 1.2163232 | 0.1934794 | 0.6901273 | 2.1580365 | 1.3545733 | 1.2230414 | 0.1264976 | 304 | 0 | 0 | 1 |
| 1.312498 | 103.9332 | 455286 | 900000 | 67 | 30 | 9.6325937 | 0.2781769 | 1.0406127 | 4.5140569 | 0.6079984 | 0.1586878 | 0.4143936 | 0.4225776 | 1.2864367 | 1.2864367 | 1.3434378 | 0.9176078 | 0.0841520 | 307 | 1 | 1 | 0 |
| 1.312149 | 103.9334 | 455287 | 1160000 | 83 | 30 | 9.6435778 | 0.2810092 | 1.0668617 | 4.5442381 | 0.5638110 | 0.1408921 | 0.4116263 | 0.4684514 | 1.3324785 | 1.3324785 | 1.3840276 | 0.9413164 | 0.0943739 | 307 | 1 | 1 | 0 |
| 1.313894 | 103.9346 | 466402 | 1064000 | 93 | 30 | 9.8340697 | 0.0783178 | 0.8395925 | 4.6536183 | 0.7361330 | 0.3753725 | 0.6357995 | 0.3889638 | 1.1738957 | 1.2658472 | 1.2126693 | 1.0944871 | 0.0713313 | 307 | 1 | 1 | 0 |
| 1.313894 | 103.9346 | 466403 | 1150000 | 99 | 30 | 9.8340697 | 0.0783178 | 0.8395925 | 4.6536183 | 0.7361330 | 0.3753725 | 0.6357995 | 0.3889638 | 1.1738957 | 1.2658472 | 1.2126693 | 1.0944871 | 0.0713313 | 307 | 1 | 1 | 0 |
| 1.314627 | 103.8413 | 307953 | 1615000 | 115 | 11 | 3.5879461 | 0.2373971 | 0.9809406 | 4.5259497 | 0.3428787 | 0.0779351 | 0.3842719 | 0.3254083 | 0.5739910 | 2.9378000 | 0.4019076 | 0.4019076 | 0.0590035 | 311 | 1 | 0 | 1 |
| 1.314808 | 103.8420 | 307990 | 1830000 | 91 | 11 | 3.5847799 | 0.2355305 | 0.9075234 | 4.5215131 | 0.4061373 | 0.1473562 | 0.4600956 | 0.2581164 | 0.5360306 | 2.8835871 | 0.3431951 | 0.3431951 | 0.1348154 | 311 | 1 | 0 | 1 |
| 1.301286 | 103.8467 | 228459 | 2272500 | 96 | 8 | 1.9953702 | 0.0711013 | 0.1713875 | 2.9302444 | 0.6926533 | 0.9549173 | 0.3201071 | 0.3402555 | 0.2938067 | 3.8324311 | 0.1970135 | 0.1970135 | 0.2574760 | 313 | 0 | 0 | 0 |
| 1.301025 | 103.8464 | 228462 | 2080000 | 128 | 8 | 1.9786408 | 0.0578288 | 0.2117357 | 2.9152257 | 0.7406375 | 0.9991198 | 0.2829315 | 0.3026324 | 0.3151229 | 3.7840045 | 0.1489932 | 0.1489932 | 0.2204530 | 313 | 0 | 0 | 0 |
| 1.285697 | 103.8439 | 228463 | 1395000 | 85 | 8 | 0.8583542 | 0.2154404 | 0.2871751 | 1.5994987 | 0.2078766 | 0.8911415 | 0.2069235 | 0.3110589 | 1.2011271 | 2.4926721 | 0.1253851 | 0.1253851 | 0.0621660 | 313 | 0 | 0 | 0 |
| 1.318719 | 103.7552 | 127712 | 1150000 | 115 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.318719 | 103.7552 | 127713 | 990000 | 84 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.318719 | 103.7552 | 127715 | 1356444 | 121 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.318719 | 103.7552 | 127716 | 1400000 | 127 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.318719 | 103.7552 | 127717 | 1215000 | 118 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.318719 | 103.7552 | 127718 | 1192500 | 121 | 7 | 11.3862791 | 0.1605874 | 0.8892723 | 2.1499536 | 0.8698531 | 1.0543179 | 1.1727639 | 0.3301134 | 0.7014837 | 3.2263623 | 1.0895155 | 0.8859745 | 0.1954337 | 315 | 0 | 1 | 0 |
| 1.349223 | 103.7743 | 587842 | 1280000 | 122 | 7 | 11.2346463 | 0.4468374 | 2.2823406 | 3.9838488 | 1.1006699 | 0.5342524 | 0.9189338 | 0.2197988 | 1.2529951 | 3.7527258 | 1.1658744 | 0.7906241 | 0.3721205 | 315 | 0 | 0 | 1 |
| 1.349083 | 103.7741 | 587843 | 1295000 | 120 | 7 | 11.2392895 | 0.4260734 | 2.2628304 | 3.9597801 | 1.0889073 | 0.5255536 | 0.9078904 | 0.2441543 | 1.2409826 | 3.7435255 | 1.1675999 | 0.7809039 | 0.3492378 | 315 | 0 | 0 | 1 |
| 1.348888 | 103.7740 | 587844 | 1295000 | 122 | 7 | 11.2361433 | 0.4012891 | 2.2484631 | 3.9375896 | 1.0705352 | 0.5103040 | 0.8902024 | 0.2674905 | 1.2223597 | 3.7270985 | 1.1777526 | 0.7644507 | 0.3300787 | 315 | 0 | 0 | 1 |
| 1.348834 | 103.7737 | 587845 | 1145000 | 88 | 7 | 11.2533275 | 0.3885622 | 2.2210274 | 3.9104040 | 1.0707755 | 0.5157196 | 0.8916144 | 0.2938651 | 1.2221308 | 3.7297813 | 1.1680308 | 0.7677848 | 0.3020608 | 315 | 0 | 0 | 1 |
| 1.348558 | 103.7739 | 587846 | 1204000 | 118 | 7 | 11.2220260 | 0.3627422 | 2.2362180 | 3.9105638 | 1.0374578 | 0.4815243 | 0.8579846 | 0.2986145 | 1.1889592 | 3.6959462 | 1.1955886 | 0.7337907 | 0.3114204 | 315 | 0 | 0 | 1 |
| 1.348126 | 103.7746 | 587848 | 1255000 | 118 | 7 | 11.1258383 | 0.3536751 | 2.3221913 | 3.9670567 | 0.9740460 | 0.4061809 | 0.7917682 | 0.2756273 | 1.1265647 | 3.6246568 | 1.1160680 | 0.6627586 | 0.2950337 | 315 | 0 | 0 | 1 |
| 1.361148 | 103.9634 | 509726 | 1010000 | 122 | 19 | 15.1236846 | 0.1059192 | 0.8163780 | 8.3688227 | 2.7106129 | 0.6500296 | 1.1600120 | 0.3198722 | 0.4785477 | 1.2424907 | 1.9731004 | 0.6750278 | 0.0888892 | 316 | 1 | 0 | 0 |
| 1.360650 | 103.9626 | 509727 | 1100000 | 140 | 19 | 15.0182022 | 0.1834003 | 0.7598801 | 8.3286109 | 2.6060213 | 0.5444763 | 1.0546648 | 0.4226612 | 0.4937662 | 1.2932016 | 1.9413996 | 0.7519292 | 0.1795998 | 316 | 1 | 0 | 0 |
| 1.359922 | 103.9624 | 509729 | 1273000 | 140 | 19 | 14.9547387 | 0.2632219 | 0.6805967 | 8.3595500 | 2.5382611 | 0.4898604 | 1.0004810 | 0.4755320 | 0.5663365 | 1.3738589 | 1.9814052 | 0.7097508 | 0.2630752 | 316 | 1 | 0 | 0 |
| 1.360100 | 103.9629 | 509730 | 1025000 | 122 | 19 | 15.0119309 | 0.2284921 | 0.6981314 | 8.3923799 | 2.5942187 | 0.5489509 | 1.0594856 | 0.4171727 | 0.5623352 | 1.3550884 | 2.0079245 | 0.7464340 | 0.2118768 | 316 | 1 | 0 | 0 |
| 1.360246 | 103.9633 | 509731 | 1150000 | 140 | 19 | 15.0557298 | 0.2009912 | 0.7156133 | 8.4164809 | 2.6372400 | 0.5883347 | 1.1044251 | 0.3727404 | 0.5621853 | 1.3411757 | 2.0278944 | 0.7758166 | 0.1754049 | 316 | 1 | 0 | 0 |
| 1.367786 | 103.8696 | 557324 | 1785500 | 154 | 25 | 9.5198340 | 0.3288274 | 1.1597431 | 5.5298860 | 0.5218211 | 0.3163318 | 1.9375590 | 0.5430771 | 0.8068634 | 0.8068634 | 0.5605267 | 0.4236091 | 0.3087465 | 316 | 1 | 0 | 0 |
| 1.366965 | 103.8694 | 557325 | 1540000 | 116 | 25 | 9.4267318 | 0.3062015 | 1.0767734 | 5.6113003 | 0.4425698 | 0.3043863 | 1.8460951 | 0.5780465 | 0.7845793 | 0.8858598 | 0.5021538 | 0.4838941 | 0.3217687 | 316 | 1 | 0 | 0 |
| 1.338100 | 103.7801 | 589474 | 1388000 | 76 | 9 | 9.9617636 | 0.4351020 | 1.9374668 | 4.2402017 | 0.4760046 | 0.1750573 | 0.5059130 | 0.3771752 | 0.4380399 | 2.3983718 | 0.1796274 | 0.1796274 | 0.1370472 | 318 | 0 | 0 | 1 |
| 1.338981 | 103.7798 | 589482 | 1005000 | 81 | 9 | 10.0459319 | 0.5061445 | 2.0165216 | 4.2229929 | 0.4235872 | 0.1389297 | 0.4856783 | 0.2951143 | 0.4187309 | 2.5003122 | 0.1244541 | 0.1244541 | 0.1194637 | 318 | 0 | 0 | 1 |
| 1.338766 | 103.7800 | 589483 | 1425000 | 105 | 9 | 10.0095101 | 0.4703162 | 1.9803404 | 4.2466902 | 0.4543766 | 0.1617079 | 0.5214607 | 0.3072325 | 0.4408491 | 2.4716594 | 0.1526289 | 0.1526289 | 0.1520687 | 318 | 0 | 0 | 1 |
| 1.338621 | 103.7802 | 589484 | 1530000 | 116 | 9 | 9.9811806 | 0.4420643 | 1.9519801 | 4.2674850 | 0.4802607 | 0.1843987 | 0.5236511 | 0.3163748 | 0.4615268 | 2.4516266 | 0.1780637 | 0.1780637 | 0.1772619 | 318 | 0 | 0 | 1 |
| 1.338371 | 103.7804 | 589485 | 1500000 | 134 | 9 | 9.9480651 | 0.4108991 | 1.9196641 | 4.2839037 | 0.5062217 | 0.2069078 | 0.4903847 | 0.3396893 | 0.4791804 | 2.4207580 | 0.2045558 | 0.2045558 | 0.1642402 | 318 | 0 | 0 | 1 |
| 1.338119 | 103.7805 | 589486 | 1406500 | 105 | 9 | 9.9247392 | 0.3915534 | 1.8978153 | 4.2881471 | 0.5212471 | 0.2203611 | 0.4672285 | 0.3662898 | 0.4861301 | 2.3918450 | 0.2217278 | 0.2217278 | 0.1372047 | 318 | 0 | 0 | 1 |
| 1.337847 | 103.7806 | 589487 | 1100000 | 80 | 9 | 9.9006350 | 0.3733192 | 1.8755614 | 4.2916496 | 0.5375281 | 0.2368247 | 0.4441110 | 0.3955133 | 0.4941394 | 2.3608611 | 0.2416836 | 0.2416836 | 0.1088937 | 318 | 0 | 0 | 1 |
| 1.298893 | 103.7655 | 128035 | 770000 | 81 | 22 | 9.7144017 | 0.4220186 | 0.6958086 | 4.5908419 | 0.5617380 | 0.4432829 | 1.8163755 | 0.2411584 | 1.7946176 | 2.8811755 | 0.5344939 | 0.4454466 | 0.1535137 | 318 | 0 | 0 | 1 |
| 1.298726 | 103.7664 | 128036 | 780000 | 83 | 22 | 9.6116697 | 0.4168027 | 0.7077178 | 4.6634869 | 0.6109870 | 0.4640250 | 1.8394648 | 0.1419494 | 1.8650801 | 2.8223108 | 0.5458292 | 0.4787503 | 0.0665056 | 318 | 0 | 0 | 1 |
| 1.299561 | 103.7661 | 128038 | 782500 | 79 | 22 | 9.6578070 | 0.3695875 | 0.6155750 | 4.5702899 | 0.5138361 | 0.3686312 | 1.7450229 | 0.1841003 | 1.7715236 | 2.7788753 | 0.4533819 | 0.4191261 | 0.0946733 | 318 | 0 | 0 | 1 |
| 1.298893 | 103.7655 | 128040 | 840000 | 83 | 22 | 9.7144017 | 0.4220186 | 0.6958086 | 4.5908419 | 0.5617380 | 0.4432829 | 1.8163755 | 0.2411584 | 1.7946176 | 2.8811755 | 0.5344939 | 0.4454466 | 0.1535137 | 318 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768124 | 660000 | 57 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768127 | 1000000 | 107 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768128 | 660000 | 57 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.453831 | 103.8196 | 768129 | 1210000 | 143 | 2 | 19.1804283 | 0.0049270 | 1.6098421 | 4.1252114 | 2.6627407 | 0.0049270 | 0.5369745 | 1.1576570 | 0.2440652 | 2.7507938 | 0.6229533 | 0.0000000 | 0.0648519 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768130 | 682500 | 57 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768131 | 888000 | 79 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768132 | 667500 | 57 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768134 | 818000 | 82 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768135 | 950000 | 100 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.449923 | 103.8220 | 768136 | 675000 | 57 | 2 | 18.7046222 | 0.1438446 | 1.1201929 | 4.2053899 | 2.1607745 | 0.1795014 | 0.2328621 | 0.8323498 | 0.2225586 | 2.2753197 | 0.3400972 | 0.3400972 | 0.1619895 | 320 | 0 | 0 | 1 |
| 1.365086 | 103.8315 | 575570 | 1160000 | 123 | 21 | 9.2742274 | 0.4098618 | 1.4427036 | 8.6095067 | 0.8554494 | 0.4850853 | 0.2570317 | 0.4013318 | 0.9915479 | 1.0455311 | 1.1538413 | 0.6452314 | 0.2762066 | 320 | 0 | 0 | 1 |
| 1.365878 | 103.8309 | 575571 | 1350000 | 142 | 21 | 9.3736116 | 0.4491215 | 1.5464300 | 8.7092434 | 0.7539221 | 0.5070498 | 0.3621665 | 0.5067999 | 1.0054990 | 1.0756445 | 1.2404924 | 0.6683464 | 0.2272658 | 320 | 0 | 0 | 1 |
| 1.366365 | 103.8310 | 575572 | 1388000 | 141 | 21 | 9.4253256 | 0.3976723 | 1.5839814 | 8.7399761 | 0.7032617 | 0.4923612 | 0.4087565 | 0.5401498 | 0.9829409 | 1.0607761 | 1.2945159 | 0.6522576 | 0.1869064 | 320 | 0 | 0 | 1 |
| 1.354681 | 103.7683 | 598727 | 1089000 | 89 | 18 | 12.1328952 | 0.7975388 | 1.7497595 | 3.7562101 | 1.8936599 | 0.5829946 | 0.9365875 | 0.3036876 | 1.2913007 | 4.5489574 | 0.3421973 | 0.6080286 | 0.1200874 | 324 | 1 | 1 | 0 |
| 1.354627 | 103.7675 | 598729 | 1295944 | 116 | 18 | 12.1995402 | 0.7786959 | 1.6624682 | 3.6816333 | 1.9318541 | 0.5989234 | 0.9377261 | 0.3298634 | 1.2947965 | 4.5799513 | 0.3562861 | 0.6059191 | 0.1731808 | 324 | 1 | 1 | 0 |
| 1.298708 | 103.8278 | 249565 | 1700000 | 94 | 19 | 3.1043078 | 0.3630954 | 0.8544505 | 3.9058898 | 0.8023637 | 0.2755655 | 0.6217032 | 0.9892981 | 0.9478785 | 2.6347477 | 0.7317956 | 0.6353292 | 0.0870569 | 325 | 1 | 0 | 1 |
| 1.298164 | 103.8272 | 249566 | 2202500 | 166 | 19 | 3.1316847 | 0.3166582 | 0.8062849 | 3.9205489 | 0.7867013 | 0.2763347 | 0.6175760 | 0.9705075 | 0.8620234 | 2.5652455 | 0.7346680 | 0.5686850 | 0.1328059 | 325 | 1 | 0 | 1 |
| 1.296971 | 103.8887 | 437878 | 2950000 | 213 | 5 | 4.3918298 | 0.1715617 | 0.8587057 | 2.3878834 | 0.8010028 | 0.3813394 | 0.3410610 | 0.2623289 | 0.7068464 | 0.7068464 | 1.4906033 | 1.3003669 | 0.0611888 | 327 | 0 | 1 | 0 |
| 1.296402 | 103.8885 | 437880 | 2590000 | 149 | 5 | 4.3522348 | 0.2331245 | 0.8868739 | 2.4537990 | 0.8364348 | 0.4451518 | 0.3459317 | 0.2559027 | 0.7104549 | 0.7104549 | 1.4988111 | 1.3533045 | 0.1256592 | 327 | 0 | 1 | 0 |
| 1.297342 | 103.8881 | 437978 | 2070000 | 194 | 5 | 4.3431367 | 0.1450380 | 0.7817023 | 2.3619839 | 0.7263833 | 0.3932775 | 0.2665493 | 0.1958484 | 0.6311972 | 0.6311972 | 1.4133423 | 1.2398524 | 0.0676349 | 327 | 0 | 1 | 0 |
| 1.435493 | 103.8240 | 757707 | 1000000 | 152 | 14 | 17.0897936 | 0.2713611 | 0.5030357 | 4.1821823 | 0.6573580 | 0.5317292 | 1.0656844 | 0.5389282 | 0.9932501 | 1.7120709 | 0.7132099 | 0.7132099 | 0.2962509 | 328 | 1 | 1 | 0 |
| 1.435726 | 103.8234 | 757708 | 770000 | 104 | 14 | 17.1271018 | 0.2915163 | 0.4818712 | 4.1153163 | 0.7240432 | 0.5980764 | 1.0840339 | 0.5623932 | 1.0630077 | 1.7718004 | 0.6990834 | 0.6990834 | 0.3344005 | 328 | 1 | 1 | 0 |
| 1.436352 | 103.8254 | 757711 | 968000 | 132 | 14 | 17.1573664 | 0.0961401 | 0.4344684 | 4.3304371 | 0.6326346 | 0.5162427 | 0.9040629 | 0.3767350 | 0.8724031 | 1.5459582 | 0.6156466 | 0.6156466 | 0.1768093 | 328 | 1 | 1 | 0 |
| 1.353343 | 103.7686 | 598718 | 850000 | 84 | 20 | 12.0138012 | 0.6496909 | 1.7279002 | 3.6878619 | 1.7477930 | 0.7312803 | 1.0874983 | 0.4512445 | 1.4415400 | 4.4002804 | 0.4924510 | 0.7595215 | 0.2060339 | 328 | 0 | 1 | 0 |
| 1.353139 | 103.7680 | 598719 | 1160000 | 118 | 20 | 12.0492379 | 0.6275396 | 1.6592171 | 3.6226525 | 1.7597552 | 0.7555942 | 1.1045011 | 0.4773698 | 1.4605880 | 4.4054913 | 0.5132906 | 0.7737030 | 0.2476491 | 328 | 0 | 1 | 0 |
| 1.353467 | 103.7675 | 598720 | 1360000 | 139 | 20 | 12.1172868 | 0.6696313 | 1.6154279 | 3.5995241 | 1.8208514 | 0.7258300 | 1.0664234 | 0.4526221 | 1.4234911 | 4.4625912 | 0.4827585 | 0.7346093 | 0.2833773 | 328 | 0 | 1 | 0 |
| 1.354187 | 103.7683 | 598723 | 1291500 | 125 | 20 | 12.1021926 | 0.7427792 | 1.7238536 | 3.7168054 | 1.8477721 | 0.6379796 | 0.9905570 | 0.3588114 | 1.3456502 | 4.5008632 | 0.3967713 | 0.6612739 | 0.1712525 | 328 | 0 | 1 | 0 |
| 1.370435 | 103.8487 | 567752 | 1238000 | 81 | 1 | 9.6019133 | 0.1367888 | 0.4373113 | 7.1115467 | 0.3137790 | 0.3147962 | 0.0921141 | 0.1732626 | 0.3669010 | 0.9674548 | 0.1714895 | 0.1714895 | 0.0634981 | 329 | 0 | 0 | 1 |
| 1.359081 | 103.9670 | 506911 | 1080000 | 107 | 2 | 15.3219542 | 0.3106153 | 0.7370664 | 8.8206616 | 2.8990136 | 0.6761752 | 1.4526827 | 0.1837403 | 0.8456055 | 1.5497006 | 2.3841311 | 0.9205642 | 0.3003414 | 329 | 0 | 1 | 0 |
| 1.358917 | 103.9673 | 506912 | 1600000 | 152 | 2 | 15.3448703 | 0.3434227 | 0.7475654 | 8.8630362 | 2.9233700 | 0.6942923 | 1.4872318 | 0.1540415 | 0.8597850 | 1.5798116 | 2.3962169 | 0.9399384 | 0.2572504 | 329 | 0 | 1 | 0 |
| 1.358546 | 103.9676 | 506914 | 760000 | 64 | 2 | 15.3507031 | 0.3656907 | 0.7399655 | 8.9140888 | 2.9319368 | 0.6967839 | 1.5126843 | 0.1520923 | 0.8564258 | 1.6299510 | 2.3883299 | 0.9432053 | 0.2106900 | 329 | 0 | 1 | 0 |
| 1.358763 | 103.9666 | 506917 | 929000 | 97 | 2 | 15.2666233 | 0.3090304 | 0.6829853 | 8.8062234 | 2.8439432 | 0.6205576 | 1.4033463 | 0.2360068 | 0.7904909 | 1.5700999 | 2.3293067 | 0.8648899 | 0.3280383 | 329 | 0 | 1 | 0 |
| 1.335722 | 103.8697 | 357902 | 655000 | 37 | 3 | 6.0942461 | 0.1835948 | 0.5246046 | 3.2504657 | 1.4141882 | 0.5024461 | 0.4202401 | 0.7626090 | 0.6879053 | 1.6667525 | 1.6604437 | 0.4306921 | 0.0890036 | 330 | 0 | 0 | 1 |
| 1.335739 | 103.8695 | 357903 | 1330000 | 102 | 3 | 6.0888616 | 0.1727573 | 0.5437979 | 3.2690152 | 1.3924926 | 0.4868363 | 0.4251637 | 0.7751290 | 0.6736056 | 1.6449139 | 1.6625665 | 0.4189093 | 0.1028346 | 330 | 0 | 0 | 1 |
| 1.309401 | 103.8297 | 259955 | 8300000 | 268 | 14 | 3.7193026 | 0.1120748 | 2.0377906 | 4.6215403 | 1.1217160 | 0.8618425 | 0.5785878 | 1.3571686 | 1.1930770 | 2.7213166 | 0.2744731 | 0.2352286 | 0.3035288 | 330 | 1 | 1 | 0 |
| 1.309401 | 103.8297 | 259957 | 8450000 | 268 | 14 | 3.7193026 | 0.1120748 | 2.0377906 | 4.6215403 | 1.1217160 | 0.8618425 | 0.5785878 | 1.3571686 | 1.1930770 | 2.7213166 | 0.2744731 | 0.2352286 | 0.3035288 | 330 | 1 | 1 | 0 |
| 1.332795 | 103.7854 | 589649 | 1620000 | 90 | 3 | 9.1316143 | 0.3691268 | 1.1367701 | 4.8009119 | 1.2823463 | 0.5926158 | 0.3601172 | 0.4695144 | 0.3187766 | 1.7725851 | 1.0128199 | 0.4731182 | 0.2403277 | 336 | 0 | 1 | 0 |
| 1.333405 | 103.7863 | 589662 | 1545000 | 120 | 3 | 9.0956299 | 0.2522029 | 1.0781812 | 4.8963433 | 1.3260141 | 0.5117339 | 0.3641796 | 0.4226423 | 0.4167890 | 1.8499711 | 1.0446594 | 0.4675638 | 0.1311444 | 336 | 0 | 1 | 0 |
| 1.333012 | 103.7860 | 589663 | 3000000 | 170 | 3 | 9.0928094 | 0.3026444 | 1.0854555 | 4.8670007 | 1.3238701 | 0.5306121 | 0.3764651 | 0.4563903 | 0.3845593 | 1.8030983 | 1.0477159 | 0.4849802 | 0.1832798 | 336 | 0 | 1 | 0 |
| 1.333245 | 103.7853 | 589664 | 2742500 | 154 | 3 | 9.1750937 | 0.3559403 | 1.1720719 | 4.7836418 | 1.2399642 | 0.6173101 | 0.3081006 | 0.4184812 | 0.3028752 | 1.8210764 | 0.9669934 | 0.4207193 | 0.2172827 | 336 | 0 | 1 | 0 |
| 1.327744 | 103.8423 | 329215 | 1825000 | 142 | 5 | 4.9653105 | 0.3591947 | 0.2546440 | 5.7401570 | 1.1786323 | 0.2814211 | 0.7465491 | 0.3251492 | 0.3202603 | 1.7519522 | 0.8005892 | 0.5792078 | 0.1607685 | 336 | 0 | 1 | 0 |
| 1.429620 | 103.7844 | 737808 | 690000 | 58 | 0 | 17.8012434 | 0.3508387 | 0.9114335 | 0.8600064 | 1.7407362 | 0.5574177 | 0.8600064 | 0.9607356 | 0.3718941 | 6.1643242 | 0.7192088 | 0.3799194 | 0.1635787 | 337 | 0 | 0 | 1 |
| 1.430228 | 103.7841 | 737811 | 870000 | 79 | 0 | 17.8768404 | 0.2942096 | 0.8476384 | 0.8055180 | 1.6651299 | 0.5168229 | 0.8055180 | 0.8864267 | 0.3287676 | 6.1874411 | 0.6659976 | 0.3721434 | 0.0885128 | 337 | 0 | 0 | 1 |
| 1.318277 | 103.7558 | 127017 | 1038888 | 82 | 6 | 11.3118898 | 0.1694967 | 0.9635972 | 2.2275436 | 0.7974705 | 1.0103813 | 1.0989855 | 0.2976880 | 0.6387461 | 3.1622678 | 1.0141765 | 0.8139723 | 0.2268699 | 338 | 0 | 0 | 0 |
| 1.318022 | 103.7554 | 127018 | 1150000 | 88 | 6 | 11.3390008 | 0.2105438 | 0.9378962 | 2.2228656 | 0.7915937 | 1.0467368 | 1.1280382 | 0.2931031 | 0.6208925 | 3.1998075 | 1.0408072 | 0.8074743 | 0.2593488 | 338 | 0 | 0 | 0 |
| 1.317877 | 103.7556 | 127019 | 1705000 | 193 | 6 | 11.3135988 | 0.2171807 | 0.9637514 | 2.2489628 | 0.7669625 | 1.0245400 | 1.1032558 | 0.2707525 | 0.5996956 | 3.1779625 | 1.0154807 | 0.7829857 | 0.2365773 | 338 | 0 | 0 | 0 |
| 1.317546 | 103.7558 | 127020 | 2400000 | 192 | 6 | 11.2799992 | 0.2466473 | 0.9994014 | 2.2915618 | 0.7238082 | 1.0005237 | 1.0720993 | 0.2289673 | 0.5585362 | 3.1541880 | 0.9825859 | 0.7398547 | 0.2141511 | 338 | 0 | 0 | 0 |
| 1.316870 | 103.7561 | 127021 | 1670000 | 130 | 6 | 11.2246430 | 0.3050671 | 1.0616695 | 2.3696664 | 0.6426095 | 0.9694726 | 1.0248224 | 0.1482943 | 0.4781899 | 3.1207577 | 0.9314978 | 0.6585128 | 0.1947362 | 338 | 0 | 0 | 0 |
| 1.316880 | 103.7561 | 127022 | 1125000 | 88 | 6 | 11.2234154 | 0.3070542 | 1.0626465 | 2.3699117 | 0.6427073 | 0.9677306 | 1.0233616 | 0.1490528 | 0.4789359 | 3.1190774 | 0.9301181 | 0.6586442 | 0.1931161 | 338 | 0 | 0 | 0 |
| 1.352252 | 103.7681 | 588195 | 1380000 | 121 | 14 | 11.9753063 | 0.5285065 | 1.6467998 | 3.5751120 | 1.6677690 | 0.8530231 | 1.2036151 | 0.5738684 | 1.5350903 | 4.3096629 | 0.6113637 | 0.8730323 | 0.2065631 | 340 | 1 | 1 | 0 |
| 1.351996 | 103.7671 | 588196 | 1350000 | 142 | 14 | 12.0519089 | 0.5199035 | 1.5219047 | 3.4606953 | 1.7114809 | 0.7769099 | 1.2304724 | 0.5244234 | 1.4178722 | 4.3357320 | 0.6520053 | 0.8987551 | 0.3128514 | 340 | 1 | 1 | 0 |
| 1.352807 | 103.7679 | 588197 | 1388000 | 122 | 14 | 12.0380929 | 0.5919798 | 1.6332829 | 3.5875596 | 1.7363167 | 0.7935491 | 1.1405396 | 0.5159903 | 1.4969904 | 4.3784271 | 0.5508800 | 0.8092922 | 0.2484508 | 340 | 1 | 1 | 0 |
| 1.388223 | 103.8784 | 798592 | 1230000 | 192 | 15 | 11.9538546 | 0.1706734 | 1.1404406 | 3.2671797 | 2.9732750 | 0.5438131 | 1.7174427 | 0.3136226 | 0.5377660 | 1.7518097 | 0.4049230 | 0.4049230 | 0.3463179 | 340 | 1 | 0 | 1 |
| 1.388226 | 103.8791 | 798593 | 1317500 | 192 | 15 | 11.9734421 | 0.2375346 | 1.0919518 | 3.2054273 | 3.0081023 | 0.5775867 | 1.6476039 | 0.3364872 | 0.6090121 | 1.7712118 | 0.4531074 | 0.4531074 | 0.3871707 | 340 | 1 | 0 | 1 |
| 1.388093 | 103.8797 | 798594 | 945000 | 121 | 15 | 11.9772977 | 0.3075228 | 1.0381084 | 3.1583245 | 3.0282118 | 0.6274384 | 1.5779526 | 0.3576193 | 0.6796416 | 1.7773432 | 0.5132404 | 0.5132404 | 0.4324359 | 340 | 1 | 0 | 1 |
| 1.387613 | 103.8793 | 798595 | 1100000 | 145 | 15 | 11.9142229 | 0.2920158 | 1.0234390 | 3.2259394 | 2.9600584 | 0.6490781 | 1.5989063 | 0.2885452 | 0.6565572 | 1.7130855 | 0.5204128 | 0.5204128 | 0.4567770 | 340 | 1 | 0 | 1 |
| 1.386926 | 103.8786 | 799035 | 902500 | 121 | 15 | 11.8201932 | 0.2888410 | 1.0213989 | 3.3349503 | 2.8554084 | 0.6856091 | 1.6481727 | 0.1829013 | 0.6223770 | 1.6177933 | 0.5385189 | 0.5385189 | 0.3851081 | 340 | 1 | 0 | 1 |
| 1.387572 | 103.8785 | 799036 | 1300000 | 192 | 15 | 11.8850261 | 0.2214501 | 1.0845963 | 3.3060328 | 2.9107061 | 0.6122903 | 1.6878584 | 0.2441142 | 0.5711606 | 1.6826528 | 0.4675443 | 0.4675443 | 0.3985809 | 340 | 1 | 0 | 1 |
| 1.346754 | 103.7724 | 587968 | 1818000 | 171 | 16 | 11.2275158 | 0.1628599 | 2.0775918 | 3.6722019 | 0.9059409 | 0.4410431 | 0.7436699 | 0.3294704 | 1.0496431 | 3.5648084 | 1.1180451 | 0.6447955 | 0.1044063 | 340 | 1 | 0 | 0 |
| 1.346589 | 103.7732 | 587970 | 1900000 | 274 | 16 | 11.1419907 | 0.1325340 | 2.1736868 | 3.7513985 | 0.8506118 | 0.3530673 | 0.6806767 | 0.3030306 | 0.9981967 | 3.5139248 | 1.0462002 | 0.5724392 | 0.0908160 | 340 | 1 | 0 | 0 |
| 1.346499 | 103.7738 | 587971 | 1380000 | 129 | 16 | 11.0883731 | 0.1483446 | 2.2350624 | 3.8031969 | 0.8208041 | 0.3006538 | 0.6462629 | 0.3031179 | 0.9704959 | 3.4839492 | 1.0037832 | 0.5316174 | 0.0889989 | 340 | 1 | 0 | 0 |
| 1.360719 | 103.9654 | 509732 | 1350000 | 163 | 20 | 15.2724650 | 0.0558144 | 0.8126187 | 8.5693058 | 2.8495662 | 0.7109809 | 1.3335105 | 0.1665723 | 0.6449255 | 1.3245955 | 2.1693299 | 0.7108182 | 0.1614677 | 347 | 0 | 1 | 0 |
| 1.359934 | 103.9649 | 509737 | 1250000 | 149 | 20 | 15.1832177 | 0.1208243 | 0.7144037 | 8.5799420 | 2.7590195 | 0.6110992 | 1.2574681 | 0.2662707 | 0.6803194 | 1.3989524 | 2.1846714 | 0.7947559 | 0.2093873 | 347 | 0 | 1 | 0 |
| 1.306695 | 103.8873 | 399938 | 2530000 | 170 | 5 | 4.7227984 | 0.3234478 | 0.2216063 | 1.4110441 | 0.2360114 | 0.2360108 | 0.2053928 | 0.3809625 | 0.4998987 | 0.4998987 | 1.2267940 | 0.3239266 | 0.2088571 | 348 | 0 | 0 | 1 |
| 1.306710 | 103.8869 | 399939 | 2528000 | 176 | 5 | 4.6874939 | 0.2951351 | 0.2595031 | 1.4293538 | 0.2046871 | 0.2046865 | 0.2289135 | 0.3959751 | 0.5082362 | 0.5082362 | 1.2549683 | 0.2851713 | 0.2261966 | 348 | 0 | 0 | 1 |
| 1.306744 | 103.8871 | 399940 | 1630000 | 122 | 5 | 4.7046172 | 0.3030689 | 0.2416006 | 1.4176284 | 0.2141026 | 0.2141020 | 0.2147987 | 0.3934280 | 0.4999973 | 0.4999973 | 1.2398626 | 0.2991469 | 0.2205569 | 348 | 0 | 0 | 1 |
| 1.360427 | 103.9671 | 509739 | 965000 | 87 | 16 | 15.4152392 | 0.2360523 | 0.8676831 | 8.7462033 | 2.9901121 | 0.7150460 | 1.5046197 | 0.1895299 | 0.8106975 | 1.4140868 | 2.3448780 | 0.7850676 | 0.2626758 | 350 | 1 | 1 | 0 |
| 1.360012 | 103.9677 | 509740 | 1120000 | 170 | 16 | 15.4487755 | 0.2167992 | 0.8702270 | 8.8301933 | 3.0246087 | 0.7022220 | 1.5589704 | 0.1056294 | 0.8944716 | 1.4832685 | 2.4288650 | 0.8534744 | 0.2981207 | 350 | 1 | 1 | 0 |
| 1.359553 | 103.9676 | 509741 | 1310000 | 170 | 16 | 15.4067530 | 0.2685272 | 0.8197284 | 8.8453021 | 2.9835167 | 0.7528546 | 1.5298072 | 0.1091886 | 0.9132910 | 1.5238540 | 2.4444250 | 0.8944607 | 0.2729319 | 350 | 1 | 1 | 0 |
| 1.359581 | 103.9665 | 509742 | 900000 | 106 | 16 | 15.3110443 | 0.2367792 | 0.7547018 | 8.7484263 | 2.8862863 | 0.6805413 | 1.4178364 | 0.2255136 | 0.8261378 | 1.4816207 | 2.3492943 | 0.8572531 | 0.3419682 | 350 | 1 | 1 | 0 |
| 1.275619 | 103.8367 | 88660 | 1350000 | 58 | 2 | 1.8830050 | 0.2193819 | 0.6656491 | 2.0001852 | 0.7276850 | 0.5077930 | 0.6810066 | 0.8050992 | 0.3668187 | 1.4011968 | 0.8585108 | 0.6455603 | 0.1794745 | 351 | 1 | 1 | 0 |
| 1.321281 | 103.9124 | 416826 | 1050000 | 109 | 20 | 7.9450079 | 0.1919310 | 1.0668337 | 2.1837651 | 0.9080702 | 0.1760847 | 0.0625036 | 0.4710791 | 0.6462211 | 1.6008709 | 1.9503735 | 0.3286603 | 0.1187988 | 354 | 1 | 0 | 1 |
| 1.321145 | 103.9118 | 416827 | 980000 | 93 | 20 | 7.8788319 | 0.2110574 | 1.1270429 | 2.1138606 | 0.8384504 | 0.1824781 | 0.1226639 | 0.5198865 | 0.7034545 | 1.6700200 | 1.9073860 | 0.3127476 | 0.1833326 | 354 | 1 | 0 | 1 |
| 1.321683 | 103.9119 | 416828 | 900000 | 79 | 20 | 7.9204129 | 0.2232317 | 1.0786750 | 2.1360677 | 0.8587262 | 0.1223384 | 0.1342263 | 0.4645591 | 0.7162491 | 1.6553225 | 1.9667084 | 0.2622502 | 0.1873870 | 354 | 1 | 0 | 1 |
| 1.306591 | 103.8984 | 438791 | 1220000 | 100 | 11 | 5.8001387 | 0.2528749 | 1.0476234 | 1.4077178 | 0.4914866 | 0.2957052 | 0.8298759 | 0.2580841 | 0.2698199 | 1.2462188 | 0.5895211 | 0.5895211 | 0.3178028 | 360 | 0 | 1 | 0 |
| 1.306620 | 103.8988 | 438793 | 1200000 | 100 | 11 | 5.8361220 | 0.2900196 | 1.0854405 | 1.4217347 | 0.4604145 | 0.2605310 | 0.8404726 | 0.2198583 | 0.2397352 | 1.2802015 | 0.5591273 | 0.5591273 | 0.3129580 | 360 | 0 | 1 | 0 |
| 1.305727 | 103.8981 | 438794 | 1700000 | 130 | 11 | 5.7228029 | 0.1956858 | 1.0232499 | 1.4791819 | 0.5855347 | 0.3811685 | 0.7288720 | 0.3108384 | 0.2743617 | 1.2523973 | 0.5819006 | 0.5819006 | 0.2209765 | 360 | 0 | 1 | 0 |
| 1.306345 | 103.8978 | 438795 | 1850000 | 144 | 11 | 5.7262295 | 0.1787795 | 0.9828204 | 1.4048493 | 0.5624301 | 0.3695224 | 0.7935829 | 0.3274255 | 0.3200259 | 1.1953336 | 0.6362773 | 0.6362773 | 0.2548010 | 360 | 0 | 1 | 0 |
| 1.323570 | 103.7567 | 129195 | 1019444 | 115 | 14 | 11.4269525 | 0.2242802 | 1.0381869 | 1.9217725 | 1.3219628 | 1.1332715 | 1.3185842 | 0.1609773 | 0.6933843 | 3.1435953 | 1.2737568 | 1.2038511 | 0.2794053 | 360 | 1 | 0 | 1 |
| 1.323851 | 103.7562 | 129196 | 1449000 | 162 | 14 | 11.4857937 | 0.2738262 | 0.9974175 | 1.8622486 | 1.3632796 | 1.1368098 | 1.3767297 | 0.2189050 | 0.7524435 | 3.2003279 | 1.3307817 | 1.2551866 | 0.2749717 | 360 | 1 | 0 | 1 |
| 1.324192 | 103.7560 | 129198 | 1025000 | 115 | 14 | 11.5220763 | 0.3182840 | 0.9865626 | 1.8218558 | 1.4055637 | 1.1222790 | 1.4199072 | 0.2621492 | 0.7945619 | 3.2324157 | 1.3746273 | 1.2803780 | 0.2317591 | 360 | 1 | 0 | 1 |
| 1.324174 | 103.7568 | 129199 | 1625000 | 194 | 14 | 11.4452214 | 0.2857507 | 1.0643944 | 1.8926995 | 1.3861546 | 1.1220208 | 1.3605218 | 0.2109544 | 0.7316104 | 3.1520424 | 1.3195759 | 1.1978342 | 0.2602808 | 360 | 1 | 0 | 1 |
| 1.323627 | 103.7572 | 129200 | 1225000 | 135 | 14 | 11.3765198 | 0.2172250 | 1.0415077 | 1.9664140 | 1.3180467 | 1.0854392 | 1.2827955 | 0.1349677 | 0.6543407 | 3.0894638 | 1.2415966 | 1.1466002 | 0.2228071 | 360 | 1 | 0 | 1 |
| 1.322991 | 103.7583 | 129202 | 1300000 | 146 | 14 | 11.2321346 | 0.1794485 | 0.8979773 | 2.1114492 | 1.2339282 | 0.9496711 | 1.1448970 | 0.0925088 | 0.5144756 | 2.9493966 | 1.1080732 | 1.0210722 | 0.1649077 | 360 | 1 | 0 | 1 |
| 1.322722 | 103.7579 | 129205 | 1648000 | 194 | 14 | 11.2696994 | 0.1268007 | 0.9391787 | 2.0831251 | 1.2087386 | 0.9718946 | 1.1592477 | 0.0326986 | 0.5323590 | 2.9944698 | 1.1170874 | 1.0760539 | 0.2197735 | 360 | 1 | 0 | 1 |
| 1.361066 | 103.7652 | 669559 | 1495000 | 108 | 19 | 12.8562641 | 0.4457356 | 1.7844081 | 4.0163337 | 2.6804005 | 0.3135864 | 0.3331260 | 0.4823404 | 0.6365150 | 5.3348446 | 0.2720930 | 0.2663920 | 0.0850271 | 360 | 1 | 1 | 0 |
| 1.361461 | 103.7658 | 669561 | 1300000 | 118 | 19 | 12.8394542 | 0.5215292 | 1.8266188 | 4.0895551 | 2.6929854 | 0.2426337 | 0.2579897 | 0.5428771 | 0.5724415 | 5.3512432 | 0.2628411 | 0.2368761 | 0.0650032 | 360 | 1 | 1 | 0 |
| 1.361093 | 103.7652 | 669562 | 1284000 | 91 | 19 | 12.8651289 | 0.4397457 | 1.7748408 | 4.0127695 | 2.6871919 | 0.3215644 | 0.3380825 | 0.4736786 | 0.6376659 | 5.3412175 | 0.2662169 | 0.2760308 | 0.0753386 | 360 | 1 | 1 | 0 |
| 1.368084 | 103.9695 | 509059 | 1190000 | 177 | 30 | 16.1204172 | 0.5572742 | 1.5269484 | 8.5309634 | 3.1300429 | 0.4193925 | 2.1491847 | 0.6498146 | 0.9146710 | 0.9146710 | 2.2532098 | 0.5467526 | 0.1197211 | 362 | 1 | 0 | 1 |
| 1.367441 | 103.9696 | 509061 | 930000 | 142 | 30 | 16.0860236 | 0.5556245 | 1.5349065 | 8.5729273 | 3.1782273 | 0.3572318 | 2.1133355 | 0.5828088 | 0.9600658 | 0.9600658 | 2.2777673 | 0.5453278 | 0.1391086 | 362 | 1 | 0 | 1 |
| 1.368956 | 103.9713 | 509067 | 1180000 | 174 | 30 | 16.3336152 | 0.7676481 | 1.7248148 | 8.6548556 | 2.9306826 | 0.4457115 | 2.3394859 | 0.6847483 | 1.0466172 | 1.0466172 | 2.4243640 | 0.7570784 | 0.0976023 | 362 | 1 | 0 | 1 |
| 1.369077 | 103.9707 | 509069 | 1490000 | 174 | 30 | 16.2904665 | 0.7118847 | 1.6637880 | 8.5933547 | 2.9611966 | 0.4690537 | 2.3196467 | 0.7095448 | 0.9835325 | 0.9835325 | 2.3605880 | 0.7013131 | 0.0502035 | 362 | 1 | 0 | 1 |
| 1.358954 | 103.9690 | 507079 | 992500 | 132 | 15 | 15.5059186 | 0.2936596 | 0.8848534 | 9.0150829 | 3.0897302 | 0.7283305 | 1.6733744 | 0.0835511 | 1.0056459 | 1.6499115 | 2.5286768 | 1.0212705 | 0.1213689 | 365 | 1 | 1 | 0 |
| 1.357898 | 103.9692 | 507080 | 860000 | 119 | 15 | 15.4579637 | 0.4117463 | 0.8285635 | 9.0963790 | 3.0508943 | 0.8142623 | 1.6739855 | 0.1954796 | 0.9544541 | 1.7630623 | 2.4596743 | 1.0578099 | 0.0266018 | 365 | 1 | 1 | 0 |
| 1.357375 | 103.9683 | 507082 | 940000 | 119 | 15 | 15.3445430 | 0.4726578 | 0.7152334 | 9.0508466 | 2.9377740 | 0.7019866 | 1.5716376 | 0.2427717 | 0.8410039 | 1.7781171 | 2.3488826 | 0.9449087 | 0.1380104 | 365 | 1 | 1 | 0 |
| 1.357949 | 103.9681 | 507083 | 950000 | 134 | 15 | 15.3652820 | 0.4123455 | 0.7400712 | 9.0009798 | 2.9527239 | 0.7142045 | 1.5622420 | 0.1828465 | 0.8625437 | 1.7131489 | 2.3820818 | 0.9596297 | 0.1395713 | 365 | 1 | 1 | 0 |
| 1.342006 | 103.7167 | 649820 | 1730000 | 122 | 10 | 16.3236863 | 0.3604705 | 0.3891465 | 3.0144264 | 0.5608754 | 0.4743929 | 0.5131047 | 0.2498299 | 0.4232030 | 0.5257744 | 1.2473840 | 0.6402379 | 0.0753336 | 369 | 0 | 0 | 1 |
| 1.342150 | 103.7171 | 649821 | 1204000 | 115 | 10 | 16.2903377 | 0.3410151 | 0.3720606 | 2.9789629 | 0.5853679 | 0.4371608 | 0.4676150 | 0.2603767 | 0.4404019 | 0.4922970 | 1.2930300 | 0.6594586 | 0.1196872 | 369 | 0 | 0 | 1 |
| 1.342670 | 103.7169 | 649822 | 1363000 | 146 | 10 | 16.3262549 | 0.2916518 | 0.4266120 | 3.0120572 | 0.5416450 | 0.4707282 | 0.4549212 | 0.3187694 | 0.4418189 | 0.4471918 | 1.2934212 | 0.6105217 | 0.1281613 | 369 | 0 | 0 | 1 |
| 1.342610 | 103.7165 | 649823 | 1150000 | 115 | 10 | 16.3667800 | 0.3156416 | 0.4124316 | 3.0538794 | 0.5059191 | 0.5117757 | 0.5011060 | 0.3191523 | 0.3952401 | 0.4774977 | 1.2462897 | 0.5799220 | 0.0886995 | 369 | 0 | 0 | 1 |
| 1.341573 | 103.7160 | 649824 | 1355000 | 116 | 10 | 16.3777519 | 0.3254025 | 0.4213628 | 3.0745094 | 0.5374935 | 0.5286080 | 0.6057542 | 0.2363926 | 0.3626832 | 0.6073441 | 1.1599226 | 0.6277203 | 0.0475315 | 369 | 0 | 0 | 1 |
| 1.351097 | 103.8629 | 556119 | 1197500 | 121 | 16 | 7.5589195 | 0.2631599 | 1.0377983 | 4.9693973 | 1.3979425 | 0.5421019 | 0.0628603 | 0.2230253 | 0.2002672 | 1.7661508 | 1.0615135 | 0.9419679 | 0.0564992 | 372 | 1 | 0 | 1 |
| 1.351332 | 103.8636 | 556121 | 1282500 | 121 | 16 | 7.5984414 | 0.3305926 | 1.0145277 | 4.9351206 | 1.3501954 | 0.4777258 | 0.0824194 | 0.2242455 | 0.2572086 | 1.8300693 | 0.9838467 | 0.8577050 | 0.0471670 | 372 | 1 | 0 | 1 |
| 1.350765 | 103.8625 | 556122 | 1525000 | 143 | 16 | 7.5168307 | 0.2510220 | 1.0298766 | 4.9659296 | 1.4438395 | 0.5646777 | 0.1074892 | 0.2394511 | 0.1569480 | 1.7168412 | 1.0943501 | 0.9866360 | 0.0828865 | 372 | 1 | 0 | 1 |
| 1.290972 | 103.8170 | 158748 | 1620000 | 94 | 2 | 3.9145228 | 0.3193485 | 0.5892970 | 4.5066148 | 0.3841264 | 0.4399925 | 0.1401005 | 0.8672331 | 0.6090433 | 1.9170080 | 1.2397970 | 0.4779226 | 0.0563538 | 373 | 0 | 0 | 1 |
| 1.290975 | 103.8170 | 158749 | 2662500 | 172 | 2 | 3.9140439 | 0.3187422 | 0.5891904 | 4.5062189 | 0.3842164 | 0.4403363 | 0.1405333 | 0.8668735 | 0.6095347 | 1.9170807 | 1.2394215 | 0.4784915 | 0.0557085 | 373 | 0 | 0 | 1 |
| 1.439173 | 103.8298 | 768434 | 795000 | 110 | 14 | 17.3912508 | 0.1948449 | 0.6265595 | 4.8252892 | 0.8619989 | 0.4863106 | 0.4701065 | 0.3156958 | 0.6889330 | 1.0372554 | 0.6289620 | 0.6289620 | 0.2329769 | 380 | 1 | 0 | 1 |
| 1.439173 | 103.8298 | 768436 | 768000 | 93 | 14 | 17.3912508 | 0.1948449 | 0.6265595 | 4.8252892 | 0.8619989 | 0.4863106 | 0.4701065 | 0.3156958 | 0.6889330 | 1.0372554 | 0.6289620 | 0.6289620 | 0.2329769 | 380 | 1 | 0 | 1 |
| 1.439173 | 103.8298 | 768438 | 910000 | 133 | 14 | 17.3912508 | 0.1948449 | 0.6265595 | 4.8252892 | 0.8619989 | 0.4863106 | 0.4701065 | 0.3156958 | 0.6889330 | 1.0372554 | 0.6289620 | 0.6289620 | 0.2329769 | 380 | 1 | 0 | 1 |
| 1.439173 | 103.8298 | 768440 | 888888 | 110 | 14 | 17.3912508 | 0.1948449 | 0.6265595 | 4.8252892 | 0.8619989 | 0.4863106 | 0.4701065 | 0.3156958 | 0.6889330 | 1.0372554 | 0.6289620 | 0.6289620 | 0.2329769 | 380 | 1 | 0 | 1 |
| 1.290559 | 103.8156 | 158746 | 1125000 | 72 | 6 | 4.0543912 | 0.2093586 | 0.6683642 | 4.6317241 | 0.4306816 | 0.4192042 | 0.1549544 | 0.9900090 | 0.5337079 | 1.9442899 | 1.1767333 | 0.3773318 | 0.1648490 | 382 | 0 | 0 | 1 |
| 1.290501 | 103.8160 | 158747 | 2100000 | 300 | 6 | 4.0085686 | 0.2548357 | 0.6286504 | 4.5869051 | 0.3953138 | 0.3997202 | 0.1165825 | 0.9450568 | 0.5327110 | 1.9169351 | 1.2201820 | 0.3847048 | 0.1404990 | 382 | 0 | 0 | 1 |
| 1.299679 | 103.9017 | 449305 | 1580000 | 91 | 1 | 5.8627801 | 0.3837685 | 1.4752200 | 2.2588916 | 0.5877081 | 0.4670501 | 0.5155293 | 0.4949008 | 0.6419405 | 1.9724097 | 0.4396554 | 0.4396554 | 0.2246645 | 383 | 0 | 0 | 1 |
| 1.299631 | 103.9017 | 449306 | 2430000 | 138 | 1 | 5.8609830 | 0.3794284 | 1.4775164 | 2.2636046 | 0.5905397 | 0.4722403 | 0.5148133 | 0.4952997 | 0.6470934 | 1.9756702 | 0.4422046 | 0.4422046 | 0.2297492 | 383 | 0 | 0 | 1 |
| 1.299874 | 103.9027 | 449307 | 3550000 | 229 | 1 | 5.9741686 | 0.3029883 | 1.3657954 | 2.2892624 | 0.4826671 | 0.4797731 | 0.6271413 | 0.6026964 | 0.6542743 | 2.0445309 | 0.3325422 | 0.3325422 | 0.2582008 | 383 | 0 | 0 | 1 |
| 1.299938 | 103.9028 | 449308 | 2300000 | 138 | 1 | 5.9882084 | 0.2886090 | 1.3514871 | 2.2889210 | 0.4683209 | 0.4786349 | 0.6403903 | 0.6148188 | 0.6525785 | 2.0501143 | 0.3181637 | 0.3181637 | 0.2613674 | 383 | 0 | 0 | 1 |
| 1.291951 | 103.8185 | 159012 | 1398888 | 107 | 14 | 3.7713033 | 0.1526787 | 0.5960550 | 4.3903587 | 0.4628217 | 0.5771154 | 0.3155769 | 0.7785563 | 0.5617996 | 1.9554208 | 1.1394540 | 0.6646095 | 0.1190682 | 384 | 1 | 0 | 1 |
| 1.292022 | 103.8179 | 159013 | 1340000 | 108 | 14 | 3.8416315 | 0.2221871 | 0.6315027 | 4.4581125 | 0.4727907 | 0.5669695 | 0.2840339 | 0.8396607 | 0.6326757 | 1.9863623 | 1.2036581 | 0.6298763 | 0.0675576 | 384 | 1 | 0 | 1 |
| 1.292082 | 103.8173 | 159015 | 1329000 | 81 | 14 | 3.9093155 | 0.2896933 | 0.6702577 | 4.5232314 | 0.4910827 | 0.5645486 | 0.2673134 | 0.8994815 | 0.7009721 | 2.0172643 | 1.2658419 | 0.6015503 | 0.0685463 | 384 | 1 | 0 | 1 |
| 1.330427 | 103.8438 | 319773 | 1233800 | 138 | 15 | 5.2284121 | 0.4093813 | 0.1279374 | 5.6466040 | 0.8568856 | 0.1504193 | 0.4407859 | 0.4650092 | 0.3637851 | 1.4490561 | 1.0720856 | 0.4630207 | 0.0565615 | 384 | 1 | 1 | 0 |
| 1.309651 | 103.8385 | 229955 | 2930000 | 202 | 8 | 3.1985259 | 0.1796820 | 1.2273646 | 4.1361436 | 0.3003085 | 0.5597853 | 0.3308253 | 0.6090055 | 0.3240372 | 3.5735885 | 0.5850486 | 0.7603143 | 0.2608686 | 387 | 0 | 0 | 1 |
| 1.377303 | 103.9415 | 519939 | 880000 | 91 | 4 | 14.4110181 | 0.1149118 | 1.9204920 | 5.3373528 | 3.5303975 | 0.1546711 | 0.9875376 | 0.5688210 | 0.2341024 | 2.3638363 | 1.0677747 | 0.1182422 | 0.0982107 | 388 | 1 | 0 | 1 |
| 1.377275 | 103.9422 | 519942 | 884000 | 91 | 4 | 14.4639360 | 0.0645883 | 1.8533596 | 5.4038480 | 3.5202852 | 0.1491166 | 0.9173581 | 0.5770538 | 0.3133360 | 2.3247021 | 0.9984218 | 0.0670868 | 0.1411596 | 388 | 1 | 0 | 1 |
| 1.377303 | 103.9415 | 519943 | 1100000 | 129 | 4 | 14.4110181 | 0.1149118 | 1.9204920 | 5.3373528 | 3.5303975 | 0.1546711 | 0.9875376 | 0.5688210 | 0.2341024 | 2.3638363 | 1.0677747 | 0.1182422 | 0.0982107 | 388 | 1 | 0 | 1 |
| 1.353125 | 103.8628 | 568426 | 2005000 | 145 | 11 | 7.7789196 | 0.2097910 | 1.1535937 | 5.1452463 | 1.1901815 | 0.5084010 | 0.1634320 | 0.0838845 | 0.4196899 | 1.9581693 | 1.1112152 | 0.9103049 | 0.1878681 | 390 | 0 | 1 | 0 |
| 1.351990 | 103.8623 | 568429 | 1480000 | 124 | 11 | 7.6463303 | 0.1770180 | 1.1552893 | 5.0854237 | 1.3263606 | 0.6073233 | 0.0787489 | 0.1053710 | 0.2915640 | 1.8224181 | 1.1355891 | 0.9786067 | 0.1142912 | 390 | 0 | 1 | 0 |
| 1.352429 | 103.8622 | 568430 | 1920000 | 145 | 11 | 7.6924357 | 0.1690080 | 1.2023743 | 5.1301359 | 1.2862726 | 0.5970614 | 0.1186635 | 0.0607350 | 0.3407917 | 1.8602331 | 1.1565095 | 0.9829593 | 0.1535617 | 390 | 0 | 1 | 0 |
| 1.352872 | 103.8623 | 568431 | 1730000 | 122 | 11 | 7.7434278 | 0.2009301 | 1.2098971 | 5.1563645 | 1.2349257 | 0.5639639 | 0.1500988 | 0.0644969 | 0.3893441 | 1.9112897 | 1.1515920 | 0.9614554 | 0.1815918 | 390 | 0 | 1 | 0 |
| 1.340616 | 103.8381 | 298189 | 1824000 | 132 | 16 | 6.4607964 | 0.2910517 | 0.9906395 | 6.5984421 | 0.7843065 | 1.0806378 | 0.3481828 | 0.5171379 | 0.5651591 | 1.8900215 | 1.5868637 | 1.2715106 | 0.0890755 | 390 | 1 | 1 | 0 |
| 1.341129 | 103.8388 | 298190 | 1950000 | 151 | 16 | 6.5013114 | 0.2534435 | 0.9948689 | 6.5585029 | 0.7460270 | 1.0062463 | 0.3816346 | 0.5759056 | 0.5069199 | 1.8363765 | 1.4990356 | 1.2300143 | 0.0610215 | 390 | 1 | 1 | 0 |
| 1.385558 | 103.8398 | 787078 | 1130000 | 103 | 18 | 11.3498209 | 0.5425661 | 1.7643433 | 7.3054933 | 0.5158215 | 0.7229092 | 0.3572311 | 0.1842640 | 1.0855542 | 1.9192033 | 1.7721940 | 1.2684667 | 0.0718859 | 390 | 1 | 0 | 1 |
| 1.384554 | 103.8398 | 787080 | 1128000 | 116 | 18 | 11.2385568 | 0.5770284 | 1.6572412 | 7.3340814 | 0.4056617 | 0.6125472 | 0.3443642 | 0.2617533 | 0.9798580 | 1.8077325 | 1.6738519 | 1.1571074 | 0.1392008 | 390 | 1 | 0 | 1 |
| 1.385149 | 103.8393 | 787082 | 1340000 | 143 | 18 | 11.3112734 | 0.6132335 | 1.7402953 | 7.3720993 | 0.4857557 | 0.6912192 | 0.2912359 | 0.1719974 | 1.0647081 | 1.8764989 | 1.7623178 | 1.2246130 | 0.0522639 | 390 | 1 | 0 | 1 |
| 1.318414 | 103.9213 | 454852 | 3093000 | 239 | 1 | 8.6623504 | 0.1519539 | 1.0844742 | 3.1474791 | 1.2513970 | 0.3669501 | 0.9821878 | 0.3586469 | 0.3020148 | 0.7312256 | 1.4030959 | 0.6380310 | 0.0827018 | 393 | 1 | 1 | 0 |
| 1.318371 | 103.9212 | 454855 | 1238000 | 77 | 1 | 8.6555557 | 0.1570266 | 1.0880518 | 3.1421927 | 1.2584056 | 0.3600664 | 0.9785816 | 0.3638871 | 0.3088514 | 0.7382265 | 1.4099834 | 0.6356860 | 0.0824817 | 393 | 1 | 1 | 0 |
| 1.317511 | 103.9222 | 455939 | 2420000 | 207 | 1 | 8.7113186 | 0.2695785 | 1.1483834 | 3.2505210 | 1.2318006 | 0.3889170 | 1.1115195 | 0.3151992 | 0.2905635 | 0.7163340 | 1.3691074 | 0.5091455 | 0.0246550 | 393 | 1 | 1 | 0 |
| 1.315549 | 103.7581 | 127997 | 1650000 | 345 | 2 | 10.9615613 | 0.1839171 | 1.0158551 | 2.6302008 | 0.4180532 | 0.7672253 | 0.7818402 | 0.1477530 | 0.3469155 | 2.8964846 | 0.6819586 | 0.4364249 | 0.1409541 | 396 | 0 | 0 | 0 |
| 1.315344 | 103.7583 | 127999 | 1720000 | 121 | 2 | 10.9327833 | 0.1702591 | 1.0086912 | 2.6622982 | 0.3908715 | 0.7518764 | 0.7585428 | 0.1214854 | 0.3356605 | 2.8750612 | 0.6574370 | 0.4094727 | 0.1692619 | 396 | 0 | 0 | 0 |
| 1.315138 | 103.7586 | 128001 | 2335000 | 345 | 2 | 10.8953357 | 0.1546265 | 0.9950861 | 2.7006154 | 0.3631207 | 0.7290619 | 0.7267895 | 0.1000538 | 0.3320815 | 2.8447414 | 0.6244725 | 0.3820400 | 0.2026335 | 396 | 0 | 0 | 0 |
| 1.314708 | 103.7590 | 128016 | 1125000 | 85 | 2 | 10.8361113 | 0.1607861 | 0.9866042 | 2.7672112 | 0.3124984 | 0.7042388 | 0.6829116 | 0.0833713 | 0.3249231 | 2.8020124 | 0.5781585 | 0.3317365 | 0.2666544 | 396 | 0 | 0 | 0 |
| 1.313833 | 103.7593 | 128018 | 734000 | 45 | 2 | 10.7833592 | 0.2442875 | 1.0330536 | 2.8553062 | 0.2167857 | 0.7302223 | 0.6753096 | 0.1015568 | 0.2867200 | 2.7884582 | 0.5673743 | 0.2360562 | 0.2331002 | 396 | 0 | 0 | 0 |
| 1.301749 | 103.8997 | 439966 | 2100000 | 131 | 7 | 5.7243705 | 0.1717204 | 1.3545956 | 1.9578681 | 0.7382130 | 0.2665612 | 0.4024042 | 0.3196277 | 0.4061781 | 1.6533363 | 0.4199341 | 0.4199341 | 0.1092609 | 400 | 0 | 1 | 0 |
| 1.301875 | 103.9003 | 439967 | 2060000 | 137 | 7 | 5.7864128 | 0.1789616 | 1.4018176 | 1.9691464 | 0.6763984 | 0.2278674 | 0.4570636 | 0.3789417 | 0.3838561 | 1.6926293 | 0.3615469 | 0.3615469 | 0.0713559 | 400 | 0 | 1 | 0 |
| 1.301879 | 103.9000 | 439968 | 2140000 | 130 | 7 | 5.7628560 | 0.1675560 | 1.3792482 | 1.9585856 | 0.7015493 | 0.2370804 | 0.4383007 | 0.3574777 | 0.3859215 | 1.6724014 | 0.3821285 | 0.3821285 | 0.0965841 | 400 | 0 | 1 | 0 |
| 1.302154 | 103.8995 | 439969 | 1879000 | 131 | 7 | 5.7155389 | 0.1245406 | 1.3102432 | 1.9063530 | 0.7621354 | 0.2455921 | 0.4179469 | 0.3264154 | 0.3694207 | 1.6048297 | 0.4212221 | 0.4212221 | 0.0646007 | 400 | 0 | 1 | 0 |
| 1.302293 | 103.8999 | 439970 | 2141115 | 159 | 7 | 5.7679162 | 0.1207006 | 1.3479645 | 1.9117312 | 0.7118485 | 0.2026666 | 0.4624235 | 0.3745846 | 0.3422593 | 1.6351758 | 0.3693461 | 0.3693461 | 0.0867338 | 400 | 0 | 1 | 0 |
| 1.358224 | 103.7642 | 598741 | 1339000 | 142 | 17 | 12.7390350 | 0.2621961 | 1.5690517 | 3.6989627 | 2.4639071 | 0.5154224 | 0.6513041 | 0.3851292 | 0.9730985 | 5.0972534 | 0.4491416 | 0.4171194 | 0.0898477 | 400 | 1 | 0 | 0 |
| 1.357270 | 103.7645 | 598744 | 1231000 | 119 | 17 | 12.6459257 | 0.3348619 | 1.5246774 | 3.6419190 | 2.3572641 | 0.5356526 | 0.7257349 | 0.4123249 | 1.0602202 | 4.9878598 | 0.4173157 | 0.4544110 | 0.1244582 | 400 | 1 | 0 | 0 |
| 1.357565 | 103.7638 | 598745 | 955000 | 91 | 17 | 12.7238205 | 0.2547279 | 1.4890835 | 3.6164967 | 2.4255490 | 0.5835070 | 0.7352616 | 0.3366855 | 1.0567541 | 5.0501050 | 0.4884350 | 0.4914791 | 0.1261713 | 400 | 1 | 0 | 0 |
| 1.358652 | 103.7642 | 598747 | 1270000 | 120 | 17 | 12.7679555 | 0.2562119 | 1.6033079 | 3.7364190 | 2.5028917 | 0.4975690 | 0.6111609 | 0.3990358 | 0.9285822 | 5.1389833 | 0.4546192 | 0.3935014 | 0.0917013 | 400 | 1 | 0 | 0 |
| 1.358318 | 103.7658 | 596229 | 1780000 | 149 | 13 | 12.6045564 | 0.4428562 | 1.7172412 | 3.8316605 | 2.3788687 | 0.3436251 | 0.5580650 | 0.3157322 | 0.9063179 | 5.0285100 | 0.2673429 | 0.2638164 | 0.0871701 | 406 | 1 | 1 | 0 |
| 1.358360 | 103.7656 | 596230 | 1038888 | 88 | 13 | 12.6243517 | 0.4202896 | 1.7029331 | 3.8199530 | 2.3935562 | 0.3604256 | 0.5612500 | 0.3382180 | 0.9067970 | 5.0417664 | 0.2899675 | 0.2758336 | 0.0662629 | 406 | 1 | 1 | 0 |
| 1.359766 | 103.7657 | 596231 | 1307500 | 117 | 13 | 12.7240895 | 0.4326497 | 1.8083377 | 3.9381759 | 2.5296597 | 0.3121088 | 0.4177060 | 0.4113369 | 0.7551582 | 5.1830748 | 0.3563437 | 0.1977852 | 0.1697736 | 406 | 1 | 1 | 0 |
| 1.302848 | 103.9015 | 439893 | 1378000 | 83 | 1 | 5.9506711 | 0.1226802 | 1.4039461 | 1.9335426 | 0.5433182 | 0.1226802 | 0.6299450 | 0.4158135 | 0.2966191 | 1.7428815 | 0.1890626 | 0.1890626 | 0.0860456 | 408 | 0 | 0 | 0 |
| 1.303008 | 103.9014 | 439894 | 2075000 | 140 | 1 | 5.9456658 | 0.1012885 | 1.4131527 | 1.9121317 | 0.5576025 | 0.1012885 | 0.6323462 | 0.3960651 | 0.2756573 | 1.7232712 | 0.1907481 | 0.1907481 | 0.0705383 | 408 | 0 | 0 | 0 |
| 1.303385 | 103.9020 | 439897 | 1311000 | 55 | 1 | 6.0215198 | 0.1224823 | 1.3428688 | 1.9089486 | 0.5016512 | 0.1224823 | 0.7026230 | 0.3735902 | 0.2707706 | 1.7584380 | 0.1140276 | 0.1140276 | 0.0533964 | 408 | 0 | 0 | 0 |
| 1.417923 | 103.8473 | 768108 | 1480000 | 106 | 1 | 14.8728770 | 0.3131253 | 2.1633672 | 6.2914240 | 2.5884929 | 0.9325238 | 1.6005360 | 0.8870933 | 0.8313803 | 2.4707921 | 1.7939538 | 0.7470486 | 0.1956689 | 410 | 1 | 0 | 1 |
| 1.417923 | 103.8473 | 768112 | 910000 | 93 | 1 | 14.8728770 | 0.3131253 | 2.1633672 | 6.2914240 | 2.5884929 | 0.9325238 | 1.6005360 | 0.8870933 | 0.8313803 | 2.4707921 | 1.7939538 | 0.7470486 | 0.1956689 | 410 | 1 | 0 | 1 |
| 1.417923 | 103.8473 | 768117 | 594500 | 55 | 1 | 14.8728770 | 0.3131253 | 2.1633672 | 6.2914240 | 2.5884929 | 0.9325238 | 1.6005360 | 0.8870933 | 0.8313803 | 2.4707921 | 1.7939538 | 0.7470486 | 0.1956689 | 410 | 1 | 0 | 1 |
| 1.285309 | 103.8282 | 169480 | 1670000 | 85 | 20 | 2.5908651 | 0.1642960 | 0.1310428 | 3.1164652 | 0.3343248 | 0.1690447 | 0.1640313 | 0.2545691 | 0.2392004 | 1.2061567 | 0.1728917 | 0.1385794 | 0.0444985 | 412 | 1 | 0 | 1 |
| 1.284713 | 103.8273 | 169483 | 2021440 | 196 | 20 | 2.6890321 | 0.1212383 | 0.1540898 | 3.1918997 | 0.4440716 | 0.0790559 | 0.1566110 | 0.3125081 | 0.1246594 | 1.1087981 | 0.1962245 | 0.1962245 | 0.1464391 | 412 | 1 | 0 | 1 |
| 1.319444 | 103.8453 | 307467 | 1668000 | 89 | 4 | 3.9996356 | 0.2524234 | 0.7422707 | 4.9215063 | 0.6613489 | 0.3082592 | 0.1719420 | 0.3976336 | 0.1853835 | 2.2552849 | 0.1677569 | 0.1677569 | 0.1405206 | 417 | 0 | 0 | 1 |
| 1.319428 | 103.8451 | 307468 | 2440000 | 54 | 4 | 4.0019350 | 0.2565831 | 0.7582415 | 4.9247547 | 0.6800440 | 0.2920950 | 0.1515051 | 0.3872385 | 0.1913081 | 2.2680308 | 0.1468595 | 0.1468595 | 0.1491007 | 417 | 0 | 0 | 1 |
| 1.371565 | 103.9413 | 519959 | 940000 | 150 | 21 | 13.9460811 | 0.5785923 | 1.4171875 | 5.7151203 | 2.9000709 | 0.4476513 | 0.8990935 | 0.0729405 | 0.5948185 | 1.7905590 | 0.9483726 | 0.7072122 | 0.2599527 | 419 | 1 | 0 | 1 |
| 1.370984 | 103.9420 | 519960 | 1035000 | 144 | 21 | 13.9579190 | 0.5293808 | 1.3279362 | 5.8168017 | 2.8269489 | 0.4588756 | 0.8367158 | 0.1677598 | 0.5770477 | 1.6970297 | 0.8799109 | 0.6918700 | 0.3206190 | 419 | 1 | 0 | 1 |
| 1.370515 | 103.9426 | 519961 | 898400 | 140 | 21 | 13.9719098 | 0.4969306 | 1.2555212 | 5.9029554 | 2.7688019 | 0.4820522 | 0.7872931 | 0.2519084 | 0.5723939 | 1.6199260 | 0.8244501 | 0.6076430 | 0.3652588 | 419 | 1 | 0 | 1 |
| 1.369629 | 103.9433 | 519962 | 900000 | 140 | 21 | 13.9580355 | 0.4908856 | 1.1394239 | 6.0226353 | 2.6657207 | 0.5006940 | 0.7623747 | 0.3740684 | 0.6203107 | 1.4998556 | 0.7879067 | 0.5049489 | 0.4362080 | 419 | 1 | 0 | 1 |
| 1.370210 | 103.9433 | 519963 | 860000 | 140 | 21 | 14.0012909 | 0.4628938 | 1.2014910 | 5.9798139 | 2.7301365 | 0.4589697 | 0.7337598 | 0.3270429 | 0.5630074 | 1.5590899 | 0.7653870 | 0.5279179 | 0.3920388 | 419 | 1 | 0 | 1 |
| 1.337063 | 103.9344 | 479236 | 1150000 | 128 | 14 | 10.9505841 | 0.5216379 | 0.5795846 | 5.0639452 | 0.6267799 | 0.1703247 | 0.2649879 | 0.8719833 | 0.3995030 | 1.4543764 | 1.4048175 | 0.6217634 | 0.1195972 | 420 | 1 | 0 | 1 |
| 1.338008 | 103.9348 | 479237 | 1125000 | 120 | 14 | 11.0438227 | 0.6064439 | 0.6824559 | 5.1476692 | 0.7334734 | 0.1997145 | 0.3402421 | 0.8939201 | 0.5119699 | 1.5415558 | 1.5156417 | 0.6745535 | 0.0959376 | 420 | 1 | 0 | 1 |
| 1.383047 | 103.8370 | 787066 | 1360000 | 106 | 8 | 11.1127146 | 0.3078229 | 1.6399863 | 7.6792507 | 0.4595525 | 0.5280193 | 0.1688113 | 0.2484208 | 0.7732954 | 1.6795487 | 1.7305988 | 1.0367232 | 0.1369844 | 421 | 0 | 1 | 0 |
| 1.382627 | 103.8373 | 787067 | 1430000 | 100 | 8 | 11.0619756 | 0.3016037 | 1.5833801 | 7.6637962 | 0.4091358 | 0.4809966 | 0.2222987 | 0.2165385 | 0.7343362 | 1.6272047 | 1.6746200 | 0.9827851 | 0.1411757 | 421 | 0 | 1 | 0 |
| 1.382368 | 103.8377 | 787083 | 1438000 | 116 | 8 | 11.0281293 | 0.3193276 | 1.5388630 | 7.6370134 | 0.3620835 | 0.4546595 | 0.2629325 | 0.1883258 | 0.7166814 | 1.5915617 | 1.6273114 | 0.9448661 | 0.1728368 | 421 | 0 | 1 | 0 |
| 1.381710 | 103.8369 | 787084 | 1700000 | 134 | 8 | 10.9684232 | 0.2094913 | 1.5255510 | 7.7438602 | 0.4233291 | 0.3812789 | 0.3138074 | 0.1319436 | 0.6244318 | 1.5391472 | 1.6387603 | 0.9020934 | 0.1015063 | 421 | 0 | 1 | 0 |
| 1.279842 | 103.8554 | 18980 | 3970000 | 152 | 5 | 0.6338633 | 0.5795705 | 1.3458871 | 0.4237082 | 0.7541526 | 1.3003726 | 0.3337627 | 0.8657535 | 1.7800104 | 3.5218125 | 0.1423099 | 0.5933969 | 0.0703277 | 428 | 0 | 0 | 1 |
| 1.369833 | 103.7760 | 679517 | 1305000 | 179 | 2 | 12.6991012 | 0.5133119 | 1.0276990 | 5.5396192 | 3.3705892 | 0.7255587 | 1.2132468 | 0.3051030 | 0.8282159 | 5.9445772 | 1.4809901 | 1.0184874 | 0.1925010 | 429 | 0 | 0 | 1 |
| 1.369808 | 103.7771 | 679518 | 1255000 | 107 | 2 | 12.6163611 | 0.6036864 | 1.1077186 | 5.6214139 | 3.3701773 | 0.8030694 | 1.3102139 | 0.2471987 | 0.9420543 | 5.9245029 | 1.5880410 | 1.0751449 | 0.2520469 | 429 | 0 | 0 | 1 |
| 1.370289 | 103.7767 | 679520 | 1160000 | 107 | 2 | 12.6921173 | 0.5280254 | 1.0318872 | 5.6232350 | 3.4219389 | 0.7272902 | 1.2983237 | 0.3218091 | 0.8726181 | 5.9846904 | 1.5654125 | 1.0024087 | 0.2646800 | 429 | 0 | 0 | 1 |
| 1.370588 | 103.7771 | 679521 | 1335000 | 271 | 2 | 12.6840162 | 0.5496371 | 1.0425565 | 5.6820879 | 3.4565363 | 0.7379883 | 1.3587432 | 0.3246775 | 0.9105237 | 6.0107357 | 1.6259126 | 0.9987295 | 0.3004731 | 429 | 0 | 0 | 1 |
| 1.311078 | 103.9280 | 457398 | 1267500 | 215 | 16 | 9.0338388 | 0.3354619 | 1.3197629 | 3.9687352 | 0.8686829 | 0.1437827 | 0.2803665 | 0.4651449 | 1.0651386 | 1.2321439 | 1.5724439 | 0.3537885 | 0.2099672 | 432 | 1 | 0 | 1 |
| 1.310184 | 103.9281 | 457400 | 1145000 | 116 | 16 | 9.0157932 | 0.4074577 | 1.2865649 | 4.0042641 | 0.8107943 | 0.0728865 | 0.2442684 | 0.4887972 | 1.1611113 | 1.3324386 | 1.6628085 | 0.4086094 | 0.1177331 | 432 | 1 | 0 | 1 |
| 1.310520 | 103.9271 | 457401 | 1540000 | 188 | 16 | 8.9184252 | 0.4043314 | 1.2017057 | 3.8830370 | 0.9320059 | 0.0906273 | 0.3627740 | 0.3683229 | 1.0819274 | 1.2867180 | 1.6639082 | 0.2910163 | 0.1619989 | 432 | 1 | 0 | 1 |
| 1.310298 | 103.9271 | 457402 | 1050000 | 105 | 16 | 8.9131901 | 0.4021253 | 1.1922328 | 3.8913906 | 0.9198937 | 0.0698442 | 0.3575631 | 0.3756409 | 1.1060952 | 1.3114319 | 1.6859640 | 0.3083933 | 0.1387246 | 432 | 1 | 0 | 1 |
| 1.315971 | 103.7602 | 128797 | 1320000 | 176 | 29 | 10.7553603 | 0.0566652 | 0.7954426 | 2.7601434 | 0.4656075 | 0.5293012 | 0.5526632 | 0.2758656 | 0.3149095 | 2.6604882 | 0.4588962 | 0.4588962 | 0.1777845 | 432 | 1 | 0 | 1 |
| 1.317033 | 103.7603 | 128799 | 1330000 | 176 | 29 | 10.7915287 | 0.1311289 | 0.7274685 | 2.6828721 | 0.5831134 | 0.5035996 | 0.5779100 | 0.3691757 | 0.3171957 | 2.6551242 | 0.4982171 | 0.4982171 | 0.1446730 | 432 | 1 | 0 | 1 |
| 1.317270 | 103.7599 | 128793 | 970000 | 116 | 30 | 10.8448441 | 0.1433918 | 0.7567624 | 2.6301853 | 0.6035026 | 0.5494330 | 0.6312790 | 0.3468709 | 0.3184632 | 2.7026020 | 0.5522169 | 0.5522169 | 0.1958005 | 432 | 1 | 0 | 1 |
| 1.316961 | 103.7595 | 128794 | 1020000 | 116 | 30 | 10.8702835 | 0.1116753 | 0.8073750 | 2.6243615 | 0.5647388 | 0.5905304 | 0.6576519 | 0.3221227 | 0.3694250 | 2.7416544 | 0.5730806 | 0.5730806 | 0.1856748 | 432 | 1 | 0 | 1 |
| 1.316628 | 103.7591 | 128795 | 982500 | 116 | 30 | 10.8970210 | 0.0986443 | 0.8613003 | 2.6199129 | 0.5255953 | 0.6357113 | 0.6884585 | 0.2738363 | 0.4240967 | 2.7832781 | 0.5989597 | 0.5448506 | 0.1441420 | 432 | 1 | 0 | 1 |
| 1.438833 | 103.8304 | 768425 | 968000 | 126 | 13 | 17.3445714 | 0.2124629 | 0.5882894 | 4.8915520 | 0.8401581 | 0.4329663 | 0.5170186 | 0.3874108 | 0.6244455 | 0.9677211 | 0.7067017 | 0.7067017 | 0.1586240 | 436 | 0 | 0 | 1 |
| 1.438758 | 103.8304 | 768426 | 760000 | 93 | 13 | 17.3370655 | 0.2069788 | 0.5797200 | 4.8856924 | 0.8306678 | 0.4258599 | 0.5241144 | 0.3832935 | 0.6193052 | 0.9730864 | 0.7058765 | 0.7058765 | 0.1575316 | 436 | 0 | 0 | 1 |
| 1.438758 | 103.8304 | 768427 | 1030000 | 130 | 13 | 17.3370655 | 0.2069788 | 0.5797200 | 4.8856924 | 0.8306678 | 0.4258599 | 0.5241144 | 0.3832935 | 0.6193052 | 0.9730864 | 0.7058765 | 0.7058765 | 0.1575316 | 436 | 0 | 0 | 1 |
| 1.438758 | 103.8304 | 768428 | 880000 | 113 | 13 | 17.3370655 | 0.2069788 | 0.5797200 | 4.8856924 | 0.8306678 | 0.4258599 | 0.5241144 | 0.3832935 | 0.6193052 | 0.9730864 | 0.7058765 | 0.7058765 | 0.1575316 | 436 | 0 | 0 | 1 |
| 1.438758 | 103.8304 | 768431 | 870000 | 112 | 13 | 17.3370655 | 0.2069788 | 0.5797200 | 4.8856924 | 0.8306678 | 0.4258599 | 0.5241144 | 0.3832935 | 0.6193052 | 0.9730864 | 0.7058765 | 0.7058765 | 0.1575316 | 436 | 0 | 0 | 1 |
| 1.337700 | 103.9307 | 479250 | 1475000 | 126 | 3 | 10.6476177 | 0.3804726 | 0.4462265 | 4.7273411 | 0.5210833 | 0.4244059 | 0.1898548 | 0.4601542 | 0.4584783 | 1.6925177 | 1.4670628 | 0.7909486 | 0.0690217 | 437 | 0 | 0 | 1 |
| 1.337544 | 103.9315 | 479251 | 1600000 | 117 | 3 | 10.7130529 | 0.4185970 | 0.4452528 | 4.7999845 | 0.5167018 | 0.4548822 | 0.1165347 | 0.5513713 | 0.4098645 | 1.6322676 | 1.4415847 | 0.8466671 | 0.0477841 | 437 | 0 | 0 | 1 |
| 1.337133 | 103.9317 | 479253 | 1355000 | 90 | 3 | 10.7048319 | 0.4003078 | 0.4084557 | 4.7979303 | 0.4779730 | 0.4319773 | 0.0670505 | 0.5861217 | 0.3605685 | 1.5825302 | 1.3949934 | 0.8258829 | 0.0974517 | 437 | 0 | 0 | 1 |
| 1.337700 | 103.9307 | 479254 | 1225000 | 113 | 3 | 10.6476177 | 0.3804726 | 0.4462265 | 4.7273411 | 0.5210833 | 0.4244059 | 0.1898548 | 0.4601542 | 0.4584783 | 1.6925177 | 1.4670628 | 0.7909486 | 0.0690217 | 437 | 0 | 0 | 1 |
| 1.296242 | 103.8731 | 436606 | 1530000 | 126 | 11 | 2.7738667 | 1.2889060 | 1.2604569 | 3.0369734 | 1.2848410 | 1.3075743 | 0.0803581 | 1.2621820 | 1.1031259 | 1.1031259 | 0.7713515 | 0.7713515 | 0.1162312 | 437 | 1 | 0 | 1 |
| 1.296014 | 103.8726 | 436607 | 1838888 | 145 | 11 | 2.7052518 | 1.2648362 | 1.3289145 | 2.9748125 | 1.2494482 | 1.3768607 | 0.1341283 | 1.2501222 | 1.1721497 | 1.1721497 | 0.8255046 | 0.8255046 | 0.1129141 | 437 | 1 | 0 | 1 |
| 1.296224 | 103.8722 | 436608 | 1570000 | 114 | 11 | 2.6768327 | 1.2172416 | 1.2973655 | 2.9614634 | 1.1988254 | 1.4133002 | 0.1546633 | 1.2071565 | 1.2107226 | 1.2107226 | 0.8315018 | 0.8315018 | 0.0951145 | 437 | 1 | 0 | 1 |
| 1.296795 | 103.8722 | 436931 | 1165000 | 84 | 11 | 2.7159627 | 1.1737867 | 1.2582113 | 3.0143174 | 1.1651790 | 1.3878603 | 0.1263709 | 1.1555864 | 1.1891274 | 1.1891274 | 0.7759785 | 0.7759785 | 0.0367241 | 437 | 1 | 0 | 1 |
| 1.296749 | 103.8728 | 436932 | 1660000 | 126 | 11 | 2.7659216 | 1.2191920 | 1.2697224 | 3.0507391 | 1.2177907 | 1.3301004 | 0.0671636 | 1.1921580 | 1.1299831 | 1.1299831 | 0.7445386 | 0.7445386 | 0.0466864 | 437 | 1 | 0 | 1 |
| 1.431101 | 103.7854 | 737934 | 862500 | 95 | 12 | 17.9054388 | 0.3417826 | 0.9380448 | 0.6753543 | 1.6577837 | 0.3617472 | 0.6753543 | 0.9149062 | 0.1808635 | 6.0314673 | 0.5339298 | 0.4909438 | 0.1143574 | 437 | 1 | 0 | 1 |
| 1.431094 | 103.7856 | 737935 | 923000 | 110 | 12 | 17.8949667 | 0.3274113 | 0.9606987 | 0.6723831 | 1.6720382 | 0.3534844 | 0.6723831 | 0.9334597 | 0.1780577 | 6.0080365 | 0.5311033 | 0.4826132 | 0.0968029 | 437 | 1 | 0 | 1 |
| 1.431093 | 103.7858 | 737936 | 937500 | 110 | 12 | 17.8855387 | 0.3141507 | 0.9822771 | 0.6696613 | 1.6853896 | 0.3462780 | 0.6696613 | 0.9510695 | 0.1776760 | 5.9854603 | 0.5287290 | 0.4749786 | 0.0823816 | 437 | 1 | 0 | 1 |
| 1.431127 | 103.7861 | 737937 | 1277500 | 132 | 12 | 17.8767376 | 0.2950435 | 1.0095465 | 0.6633401 | 1.7001397 | 0.3350716 | 0.6583519 | 0.9721738 | 0.1777676 | 5.9551809 | 0.5231779 | 0.4626546 | 0.0666931 | 437 | 1 | 0 | 1 |
| 1.431495 | 103.7865 | 737938 | 1050000 | 137 | 12 | 17.8942649 | 0.2364095 | 1.0445622 | 0.6212303 | 1.6978483 | 0.2875334 | 0.6055236 | 0.9874763 | 0.1585653 | 5.9012064 | 0.4831974 | 0.4120908 | 0.0410997 | 437 | 1 | 0 | 1 |
| 1.431457 | 103.7868 | 737939 | 900000 | 109 | 12 | 17.8810741 | 0.2318396 | 1.0680043 | 0.6261334 | 1.7157330 | 0.2909228 | 0.6042492 | 1.0090019 | 0.1755570 | 5.8788359 | 0.4894970 | 0.4128621 | 0.0631572 | 437 | 1 | 0 | 1 |
| 1.333020 | 103.7893 | 276305 | 1930000 | 122 | 12 | 8.8057301 | 0.2410414 | 0.7710665 | 5.2294895 | 1.6403383 | 0.1855636 | 0.6657051 | 0.6453648 | 0.7470338 | 1.8810094 | 1.3495170 | 0.7116350 | 0.0785921 | 443 | 1 | 1 | 0 |
| 1.332916 | 103.7898 | 276306 | 2105000 | 89 | 12 | 8.7536931 | 0.2856729 | 0.7183620 | 5.2867101 | 1.6969099 | 0.1318327 | 0.7222843 | 0.6955731 | 0.8041895 | 1.8883087 | 1.4052507 | 0.6825873 | 0.0519177 | 443 | 1 | 1 | 0 |
| 1.332227 | 103.7903 | 276308 | 1790000 | 127 | 12 | 8.6645747 | 0.3781873 | 0.6301010 | 5.3407994 | 1.7782782 | 0.0498604 | 0.7880106 | 0.7861238 | 0.8611606 | 1.8355498 | 1.4888830 | 0.6253791 | 0.1340321 | 443 | 1 | 1 | 0 |
| 1.331515 | 103.7896 | 276309 | 1990000 | 92 | 12 | 8.6769184 | 0.4033936 | 0.6564835 | 5.2659260 | 1.7483421 | 0.1458840 | 0.7809869 | 0.7903990 | 0.7965507 | 1.7340777 | 1.4653566 | 0.6847311 | 0.2091045 | 443 | 1 | 1 | 0 |
| 1.332235 | 103.7891 | 276310 | 1850000 | 149 | 12 | 8.7658780 | 0.3098408 | 0.7385667 | 5.2130451 | 1.6648064 | 0.1773700 | 0.6937676 | 0.6965587 | 0.7339623 | 1.7927757 | 1.3790783 | 0.7492845 | 0.1525247 | 443 | 1 | 1 | 0 |
| 1.363381 | 103.7654 | 669556 | 1200888 | 112 | 15 | 13.0148573 | 0.5741985 | 1.6380240 | 4.2290277 | 2.9047835 | 0.3251078 | 0.2309184 | 0.5946712 | 0.4044481 | 5.5155320 | 0.1129798 | 0.4288529 | 0.1135097 | 448 | 1 | 1 | 0 |
| 1.363532 | 103.7660 | 669557 | 1590000 | 155 | 15 | 12.9773657 | 0.5274906 | 1.6003388 | 4.2830320 | 2.8938731 | 0.2802192 | 0.1695448 | 0.5527244 | 0.3537540 | 5.5558251 | 0.1804533 | 0.4134900 | 0.1325026 | 448 | 1 | 1 | 0 |
| 1.362514 | 103.7659 | 669558 | 1230000 | 116 | 15 | 12.9086500 | 0.6037321 | 1.7111711 | 4.1879586 | 2.7942229 | 0.2348814 | 0.1836380 | 0.5984914 | 0.4594252 | 5.4547008 | 0.1935338 | 0.3176624 | 0.0321392 | 448 | 1 | 1 | 0 |
| 1.362575 | 103.7652 | 669617 | 1230000 | 112 | 15 | 12.9693592 | 0.5549435 | 1.7289464 | 4.1459886 | 2.8317617 | 0.3100011 | 0.2548285 | 0.5322708 | 0.4895090 | 5.4662461 | 0.1277960 | 0.3688137 | 0.0888301 | 448 | 1 | 1 | 0 |
| 1.356429 | 103.7673 | 598734 | 1293000 | 113 | 17 | 12.3448970 | 0.6583281 | 1.7335221 | 3.7988005 | 2.1178529 | 0.4102814 | 0.7380132 | 0.1750202 | 1.0952944 | 4.7716697 | 0.1774429 | 0.4061964 | 0.0464026 | 449 | 1 | 1 | 0 |
| 1.356793 | 103.7666 | 598738 | 1100000 | 107 | 17 | 12.4335279 | 0.5668873 | 1.6840663 | 3.7670619 | 2.1919987 | 0.4084463 | 0.7045506 | 0.2296360 | 1.0606134 | 4.8414108 | 0.2097816 | 0.3780031 | 0.0855321 | 449 | 1 | 1 | 0 |
| 1.356532 | 103.7671 | 598739 | 990000 | 92 | 17 | 12.3677848 | 0.6350858 | 1.7216613 | 3.7917228 | 2.1373621 | 0.4066021 | 0.7273760 | 0.1851235 | 1.0846670 | 4.7901899 | 0.1806643 | 0.3960222 | 0.0482113 | 449 | 1 | 1 | 0 |
| 1.363258 | 103.8941 | 534037 | 960000 | 81 | 0 | 10.0006749 | 0.4211674 | 0.2647304 | 4.7453503 | 1.0111157 | 0.3125692 | 0.8712030 | 0.6559235 | 0.3707218 | 2.4016683 | 1.0184006 | 0.9338851 | 0.1705114 | 452 | 1 | 0 | 1 |
| 1.363258 | 103.8941 | 534038 | 1150000 | 66 | 0 | 10.0006749 | 0.4211674 | 0.2647304 | 4.7453503 | 1.0111157 | 0.3125692 | 0.8712030 | 0.6559235 | 0.3707218 | 2.4016683 | 1.0184006 | 0.9338851 | 0.1705114 | 452 | 1 | 0 | 1 |
| 1.363258 | 103.8941 | 534041 | 940000 | 81 | 0 | 10.0006749 | 0.4211674 | 0.2647304 | 4.7453503 | 1.0111157 | 0.3125692 | 0.8712030 | 0.6559235 | 0.3707218 | 2.4016683 | 1.0184006 | 0.9338851 | 0.1705114 | 452 | 1 | 0 | 1 |
| 1.345062 | 103.7334 | 609477 | 1105000 | 108 | 15 | 14.7837550 | 0.1821496 | 0.3842676 | 1.6510469 | 0.2534062 | 0.2791375 | 0.3122567 | 1.7401052 | 0.4040849 | 1.6192870 | 1.4907973 | 0.2508077 | 0.1313897 | 452 | 1 | 0 | 1 |
| 1.345644 | 103.7331 | 609478 | 985000 | 109 | 15 | 14.8431018 | 0.1223852 | 0.3143480 | 1.7228075 | 0.2253713 | 0.2445093 | 0.3675006 | 1.7304819 | 0.3370150 | 1.5822299 | 1.5633628 | 0.2061213 | 0.1268920 | 452 | 1 | 0 | 1 |
| 1.346107 | 103.7336 | 609479 | 985000 | 110 | 15 | 14.8179886 | 0.1696236 | 0.3258082 | 1.7331124 | 0.2931167 | 0.1696236 | 0.4296444 | 1.8006087 | 0.2936308 | 1.6363059 | 1.5811466 | 0.2641789 | 0.0664635 | 452 | 1 | 0 | 1 |
| 1.346141 | 103.7336 | 609480 | 900000 | 83 | 15 | 14.8201389 | 0.1669937 | 0.3234615 | 1.7364941 | 0.2940340 | 0.1669937 | 0.4331622 | 1.8016016 | 0.2898603 | 1.6358446 | 1.5846876 | 0.2643461 | 0.0671124 | 452 | 1 | 0 | 1 |
| 1.353151 | 103.8646 | 556745 | 1141344 | 109 | 30 | 7.8171965 | 0.1850629 | 0.9729285 | 5.0167829 | 1.1277272 | 0.3218116 | 0.2484246 | 0.1252253 | 0.4670496 | 2.0603091 | 0.9178489 | 0.7073842 | 0.2224638 | 452 | 1 | 0 | 1 |
| 1.352326 | 103.8653 | 556748 | 1085000 | 109 | 30 | 7.7434867 | 0.2681104 | 0.9558462 | 4.8931857 | 1.2037745 | 0.3205147 | 0.2787217 | 0.2358086 | 0.4662497 | 2.0299716 | 0.8113177 | 0.6399639 | 0.1634827 | 452 | 1 | 0 | 1 |
| 1.351972 | 103.8637 | 556743 | 750000 | 66 | 31 | 7.6699204 | 0.2985114 | 1.0710879 | 4.9825429 | 1.2793182 | 0.4804505 | 0.0898221 | 0.1543343 | 0.3236514 | 1.8952083 | 0.9845710 | 0.8298375 | 0.0754050 | 452 | 1 | 0 | 1 |
| 1.353000 | 103.8639 | 556744 | 1230000 | 139 | 31 | 7.7868824 | 0.1836963 | 1.0468627 | 5.0519846 | 1.1622959 | 0.3962582 | 0.1846606 | 0.0614301 | 0.4384401 | 2.0068929 | 0.9847597 | 0.7843471 | 0.1857133 | 452 | 1 | 0 | 1 |
| 1.352119 | 103.8646 | 556747 | 1608000 | 172 | 31 | 7.7061399 | 0.2946105 | 1.0302662 | 4.9237493 | 1.2384765 | 0.3875588 | 0.1993430 | 0.1889954 | 0.3979005 | 1.9680094 | 0.8798728 | 0.7192851 | 0.1337822 | 452 | 1 | 0 | 1 |
| 1.373852 | 103.9402 | 519929 | 1180000 | 126 | 10 | 14.0381390 | 0.3254877 | 1.6984192 | 5.4582610 | 3.1685299 | 0.3514272 | 1.0110004 | 0.2094363 | 0.3968560 | 2.0718032 | 1.0759856 | 0.5055285 | 0.0245558 | 453 | 0 | 1 | 0 |
| 1.374494 | 103.9391 | 519932 | 1300444 | 120 | 10 | 14.0045408 | 0.2868726 | 1.8136432 | 5.3199553 | 3.2594316 | 0.2348929 | 1.1392959 | 0.3372514 | 0.3160325 | 2.1923494 | 1.2067367 | 0.5204754 | 0.0420724 | 453 | 0 | 1 | 0 |
| 1.374693 | 103.9395 | 519933 | 1040000 | 99 | 10 | 14.0500037 | 0.2490765 | 1.8154380 | 5.3386330 | 3.2734427 | 0.2813017 | 1.1007891 | 0.3295556 | 0.2930184 | 2.1909409 | 1.1694611 | 0.4751828 | 0.0899702 | 453 | 0 | 1 | 0 |
| 1.374598 | 103.9400 | 519934 | 1307500 | 126 | 10 | 14.0822699 | 0.2448223 | 1.7828150 | 5.3894404 | 3.2535864 | 0.3347731 | 1.0428476 | 0.2930498 | 0.3114446 | 2.1549579 | 1.1115425 | 0.4470447 | 0.0874086 | 453 | 0 | 1 | 0 |
| 1.373852 | 103.9402 | 519935 | 1225000 | 127 | 10 | 14.0387654 | 0.3254542 | 1.6980650 | 5.4589469 | 3.1683917 | 0.3523155 | 1.0101139 | 0.2090151 | 0.3970639 | 2.0713877 | 1.0751045 | 0.5050999 | 0.0238490 | 453 | 0 | 1 | 0 |
| 1.357390 | 103.7493 | 659442 | 995000 | 116 | 12 | 13.9898800 | 0.1751449 | 0.6762499 | 2.8014234 | 2.0072299 | 0.2232325 | 0.3282497 | 0.7554527 | 0.1973092 | 3.6011382 | 0.8590565 | 0.1188170 | 0.0890797 | 456 | 1 | 0 | 1 |
| 1.357438 | 103.7500 | 659443 | 1265000 | 126 | 12 | 13.9287828 | 0.1356668 | 0.6740590 | 2.8295576 | 2.0628091 | 0.2717652 | 0.2592757 | 0.6763629 | 0.2378349 | 3.6773369 | 0.8698145 | 0.1232439 | 0.1013875 | 456 | 1 | 0 | 1 |
| 1.356952 | 103.7495 | 659445 | 1020000 | 87 | 12 | 13.9418757 | 0.1251667 | 0.7248255 | 2.7617260 | 1.9860402 | 0.2415331 | 0.3358095 | 0.7325943 | 0.2516108 | 3.6075399 | 0.8114171 | 0.1647357 | 0.0356277 | 456 | 1 | 0 | 1 |
| 1.311971 | 103.8057 | 259281 | 1930000 | 121 | 30 | 5.9664866 | 0.6485695 | 1.0442703 | 6.7478182 | 0.4743703 | 0.4505600 | 0.6236267 | 0.7930414 | 1.0318172 | 1.0318172 | 2.0040317 | 1.1659987 | 0.1635293 | 456 | 1 | 1 | 0 |
| 1.312504 | 103.8060 | 259282 | 1938000 | 121 | 30 | 5.9712811 | 0.5820066 | 1.0922104 | 6.7580251 | 0.4169844 | 0.4799491 | 0.5579634 | 0.7330076 | 0.9667395 | 0.9667395 | 2.0510445 | 1.2065441 | 0.1887925 | 456 | 1 | 1 | 0 |
| 1.313410 | 103.8061 | 259283 | 2850000 | 181 | 30 | 6.0129626 | 0.4846711 | 1.1431180 | 6.8069549 | 0.3191745 | 0.5192907 | 0.4577734 | 0.6325044 | 0.8658391 | 0.8658391 | 2.0977160 | 1.2389895 | 0.2000535 | 456 | 1 | 1 | 0 |
| 1.312101 | 103.8064 | 259294 | 3050000 | 217 | 30 | 5.9116899 | 0.6088479 | 1.1186245 | 6.6973757 | 0.4669335 | 0.4196604 | 0.5909136 | 0.7783826 | 1.0007990 | 1.0007990 | 2.0784410 | 1.2406440 | 0.2087721 | 456 | 1 | 1 | 0 |
| 1.311878 | 103.8068 | 259295 | 2938000 | 216 | 30 | 5.8582223 | 0.6199691 | 1.1576862 | 6.6444275 | 0.5014074 | 0.3749559 | 0.6078351 | 0.7951730 | 1.0169738 | 1.0169738 | 2.0529051 | 1.2843129 | 0.2220211 | 456 | 1 | 1 | 0 |
| 1.383866 | 103.7475 | 689862 | 950000 | 104 | 3 | 16.0277266 | 0.1553205 | 0.6708707 | 5.6578719 | 4.6083983 | 0.2520120 | 0.4000972 | 0.5951532 | 0.6831360 | 5.2502894 | 0.2991818 | 0.2991818 | 0.1573155 | 457 | 0 | 0 | 1 |
| 1.383609 | 103.7477 | 689863 | 1200000 | 127 | 3 | 15.9881526 | 0.1323804 | 0.6536396 | 5.6323804 | 4.5872522 | 0.2421867 | 0.4376463 | 0.6189975 | 0.6528995 | 5.2443636 | 0.3371273 | 0.3371273 | 0.1184701 | 457 | 0 | 0 | 1 |
| 1.383531 | 103.7479 | 689864 | 1100000 | 115 | 3 | 15.9644081 | 0.1340236 | 0.6552619 | 5.6264637 | 4.5848731 | 0.2294654 | 0.4634183 | 0.6248642 | 0.6277124 | 5.2525967 | 0.3627541 | 0.3627541 | 0.0933418 | 457 | 0 | 0 | 1 |
| 1.383639 | 103.7481 | 689865 | 1124000 | 117 | 3 | 15.9623510 | 0.1515702 | 0.6721105 | 5.6399858 | 4.6000452 | 0.2401193 | 0.4708332 | 0.6117695 | 0.6143880 | 5.2708739 | 0.3697306 | 0.3697306 | 0.0908836 | 457 | 0 | 0 | 1 |
| 1.383959 | 103.7482 | 689866 | 950000 | 104 | 3 | 15.9757633 | 0.1900777 | 0.7108750 | 5.6770417 | 4.6383168 | 0.2491304 | 0.4710454 | 0.5754202 | 0.6032867 | 5.3084562 | 0.3695994 | 0.3695994 | 0.1127374 | 457 | 0 | 0 | 1 |
| 1.384190 | 103.7483 | 689867 | 1350000 | 184 | 3 | 15.9818254 | 0.2204492 | 0.7410086 | 5.7044066 | 4.6672388 | 0.2528344 | 0.4780516 | 0.5492651 | 0.5917016 | 5.3387309 | 0.3769272 | 0.3769272 | 0.1321894 | 457 | 0 | 0 | 1 |
| 1.338363 | 103.9296 | 479245 | 1650000 | 149 | 4 | 10.5908449 | 0.4112536 | 0.5255303 | 4.6570073 | 0.6009022 | 0.4634778 | 0.3293225 | 0.3244793 | 0.5817112 | 1.8182817 | 1.5583270 | 0.6993510 | 0.0394920 | 460 | 0 | 0 | 1 |
| 1.337584 | 103.9296 | 479246 | 1375000 | 137 | 4 | 10.5381593 | 0.3254023 | 0.4414020 | 4.6119161 | 0.5164919 | 0.3772287 | 0.2917792 | 0.3521534 | 0.5146206 | 1.7459629 | 1.4745055 | 0.6943519 | 0.1147059 | 460 | 0 | 0 | 1 |
| 1.337250 | 103.9298 | 479248 | 1360000 | 120 | 4 | 10.5346716 | 0.2942895 | 0.4010439 | 4.6132761 | 0.4763711 | 0.3443724 | 0.2601555 | 0.3889443 | 0.4726574 | 1.7067486 | 1.4339937 | 0.6837816 | 0.1560204 | 460 | 0 | 0 | 1 |
| 1.337092 | 103.9302 | 479249 | 1375000 | 119 | 4 | 10.5640650 | 0.2950557 | 0.3781468 | 4.6473147 | 0.4537485 | 0.3408951 | 0.2099352 | 0.4385217 | 0.4295339 | 1.6654897 | 1.4082148 | 0.7042939 | 0.1505964 | 460 | 0 | 0 | 1 |
| 1.299344 | 103.8339 | 239197 | 3268000 | 98 | 0 | 2.5985951 | 0.2497111 | 1.0845848 | 3.4653100 | 0.8321993 | 0.5847759 | 0.5182510 | 0.7316117 | 0.6613168 | 2.8857469 | 0.3759735 | 0.3738419 | 0.2807889 | 462 | 1 | 0 | 1 |
| 1.317737 | 103.7785 | 276692 | 2405000 | 209 | 34 | 8.9484030 | 0.0713584 | 1.0579251 | 4.3721352 | 0.9322149 | 0.4522826 | 0.7120645 | 0.3815961 | 0.6394108 | 0.6394108 | 1.6120929 | 0.8269106 | 0.2009794 | 464 | 1 | 0 | 0 |
| 1.317167 | 103.7790 | 276694 | 2150000 | 162 | 34 | 8.8640379 | 0.1153896 | 1.0732581 | 4.4556846 | 0.9690436 | 0.3711957 | 0.6498019 | 0.2931037 | 0.5693081 | 0.5693081 | 1.5524531 | 0.7641607 | 0.1518366 | 464 | 1 | 0 | 0 |
| 1.316909 | 103.7798 | 277107 | 2150000 | 160 | 34 | 8.7742185 | 0.1745300 | 0.9857375 | 4.5456911 | 1.0425434 | 0.3272279 | 0.6327475 | 0.2071766 | 0.4826956 | 0.4826956 | 1.4741559 | 0.6810920 | 0.0698165 | 464 | 1 | 0 | 0 |
| 1.317502 | 103.7795 | 277113 | 2120000 | 162 | 34 | 8.8297852 | 0.1036803 | 1.0484031 | 4.4915994 | 1.0330511 | 0.3958528 | 0.6923722 | 0.2747707 | 0.5182451 | 0.5182451 | 1.5442397 | 0.7080613 | 0.1353826 | 464 | 1 | 0 | 0 |
| 1.357288 | 103.9642 | 506941 | 1485000 | 159 | 6 | 14.9595558 | 0.3847213 | 0.4125986 | 8.6959546 | 2.5369532 | 0.3222659 | 1.1220710 | 0.5408382 | 0.5014124 | 1.6775860 | 2.0380929 | 0.5616509 | 0.4793134 | 472 | 0 | 1 | 0 |
| 1.357287 | 103.9642 | 506942 | 908000 | 95 | 6 | 14.9579081 | 0.3832059 | 0.4118319 | 8.6945255 | 2.5352688 | 0.3210018 | 1.1201773 | 0.5425666 | 0.5002961 | 1.6774761 | 2.0368419 | 0.5602035 | 0.4799628 | 472 | 0 | 1 | 0 |
| 1.357320 | 103.9642 | 506943 | 1085000 | 111 | 6 | 14.9613942 | 0.3869367 | 0.4158843 | 8.6936960 | 2.5386679 | 0.3249790 | 1.1223102 | 0.5393006 | 0.5043397 | 1.6740470 | 2.0408245 | 0.5640201 | 0.4783880 | 472 | 0 | 1 | 0 |
| 1.357293 | 103.9643 | 506944 | 1130000 | 111 | 6 | 14.9606980 | 0.3858445 | 0.4134712 | 8.6964079 | 2.5380977 | 0.3233247 | 1.1231218 | 0.5396936 | 0.5024217 | 1.6771524 | 2.0391465 | 0.5627594 | 0.4794283 | 472 | 0 | 1 | 0 |
| 1.357229 | 103.9635 | 506945 | 1160000 | 121 | 6 | 14.8914207 | 0.3247447 | 0.3857052 | 8.6391798 | 2.4675765 | 0.2748830 | 1.0447881 | 0.6016882 | 0.4582719 | 1.6310894 | 1.9863616 | 0.5035979 | 0.4239897 | 472 | 0 | 1 | 0 |
| 1.357999 | 103.9637 | 506946 | 1110000 | 115 | 6 | 14.9519065 | 0.3633730 | 0.4726821 | 8.5997645 | 2.5268741 | 0.3592987 | 1.0726812 | 0.5199804 | 0.5429806 | 1.5929712 | 2.0652138 | 0.5804494 | 0.4050428 | 472 | 0 | 1 | 0 |
| 1.357970 | 103.9637 | 506948 | 1130000 | 113 | 6 | 14.9496675 | 0.3665679 | 0.4694061 | 8.6012904 | 2.5246559 | 0.3561102 | 1.0715728 | 0.5230043 | 0.5397902 | 1.5961410 | 2.0622577 | 0.5775299 | 0.4083123 | 472 | 0 | 1 | 0 |
| 1.357970 | 103.9637 | 506950 | 1189998 | 128 | 6 | 14.9505044 | 0.3661857 | 0.4695867 | 8.6020845 | 2.5254977 | 0.3565048 | 1.0725594 | 0.5224692 | 0.5401817 | 1.5962259 | 2.0628371 | 0.5781309 | 0.4082063 | 472 | 0 | 1 | 0 |
| 1.357925 | 103.9647 | 506951 | 1150000 | 126 | 6 | 15.0367943 | 0.3452043 | 0.4953502 | 8.6896901 | 2.6129633 | 0.4063900 | 1.1767374 | 0.4689692 | 0.5858368 | 1.6137039 | 2.1222338 | 0.6440937 | 0.4158558 | 472 | 0 | 1 | 0 |
| 1.391002 | 103.8362 | 789096 | 1033000 | 115 | 22 | 12.0003384 | 0.9412645 | 2.4717357 | 7.5304016 | 1.2170861 | 0.0841715 | 0.7204244 | 0.1764777 | 1.6438280 | 2.5643026 | 2.4963193 | 1.9161417 | 0.1162840 | 472 | 1 | 1 | 0 |
| 1.391327 | 103.8359 | 789097 | 1230000 | 115 | 22 | 12.0396958 | 0.9786375 | 2.5149765 | 7.4870501 | 1.2605333 | 0.0833067 | 0.7589075 | 0.2204706 | 1.6794605 | 2.6044750 | 2.5404793 | 1.9569137 | 0.1383889 | 472 | 1 | 1 | 0 |
| 1.391942 | 103.8357 | 789098 | 1505000 | 174 | 22 | 12.1108412 | 1.0296150 | 2.5876057 | 7.4223657 | 1.3330600 | 0.1096185 | 0.8297743 | 0.2586561 | 1.7476663 | 2.6762398 | 2.6118973 | 2.0290396 | 0.0966574 | 472 | 1 | 1 | 0 |
| 1.392371 | 103.8355 | 789099 | 1065000 | 75 | 22 | 12.1604375 | 1.0664076 | 2.6381568 | 7.3775512 | 1.3835433 | 0.1474732 | 0.8793436 | 0.2889168 | 1.7954492 | 2.7262728 | 2.6616068 | 2.0793090 | 0.0933160 | 472 | 1 | 1 | 0 |
| 1.390860 | 103.8365 | 789095 | 830000 | 75 | 23 | 11.9788876 | 0.8966708 | 2.4411910 | 7.5027039 | 1.1860714 | 0.0826223 | 0.7022652 | 0.1380010 | 1.6296359 | 2.5415650 | 2.4613988 | 1.8922577 | 0.1181342 | 472 | 1 | 1 | 0 |
| 1.376174 | 103.9613 | 518180 | 870000 | 82 | 0 | 15.9429169 | 0.1579896 | 1.1215978 | 7.3027885 | 3.3263061 | 0.4292061 | 1.3869347 | 1.0533530 | 0.4488255 | 0.4488255 | 1.3476522 | 0.7823648 | 0.1492842 | 473 | 1 | 0 | 1 |
| 1.375712 | 103.9610 | 518183 | 642888 | 54 | 0 | 15.8816064 | 0.0952770 | 1.0584357 | 7.2924143 | 3.3820355 | 0.4338036 | 1.3386985 | 1.0328672 | 0.4137110 | 0.4137110 | 1.2972584 | 0.7734910 | 0.1422945 | 473 | 1 | 0 | 1 |
| 1.376518 | 103.9612 | 518187 | 1230000 | 103 | 0 | 15.9624153 | 0.1893613 | 1.1503672 | 7.2801242 | 3.3159132 | 0.4024536 | 1.3907912 | 1.0375216 | 0.4872689 | 0.4872689 | 1.3535925 | 0.7600193 | 0.1839178 | 473 | 1 | 0 | 1 |
| 1.376560 | 103.9615 | 518188 | 1150000 | 103 | 0 | 15.9845854 | 0.2043811 | 1.1676127 | 7.3006199 | 3.2912571 | 0.4215794 | 1.4161358 | 1.0608508 | 0.4853264 | 0.4853264 | 1.3787641 | 0.7810596 | 0.1755568 | 473 | 1 | 0 | 1 |
| 1.376270 | 103.9607 | 518189 | 660000 | 55 | 0 | 15.9021239 | 0.1483515 | 1.0982643 | 7.2422842 | 3.3779723 | 0.3735697 | 1.3297110 | 0.9905605 | 0.4805025 | 0.4805025 | 1.2919908 | 0.7222192 | 0.2013360 | 473 | 1 | 0 | 1 |
| 1.328836 | 103.9147 | 417391 | 733888 | 75 | 1 | 8.6247975 | 0.2838138 | 0.3453744 | 2.6956145 | 0.4853685 | 0.3335417 | 0.7608204 | 0.1061799 | 0.4487683 | 1.5306758 | 2.0130280 | 0.7072126 | 0.0506589 | 473 | 0 | 1 | 0 |
| 1.328836 | 103.9147 | 417392 | 1132500 | 95 | 1 | 8.6247975 | 0.2838138 | 0.3453744 | 2.6956145 | 0.4853685 | 0.3335417 | 0.7608204 | 0.1061799 | 0.4487683 | 1.5306758 | 2.0130280 | 0.7072126 | 0.0506589 | 473 | 0 | 1 | 0 |
| 1.328836 | 103.9147 | 417396 | 1050000 | 78 | 1 | 8.6247975 | 0.2838138 | 0.3453744 | 2.6956145 | 0.4853685 | 0.3335417 | 0.7608204 | 0.1061799 | 0.4487683 | 1.5306758 | 2.0130280 | 0.7072126 | 0.0506589 | 473 | 0 | 1 | 0 |
| 1.328836 | 103.9147 | 417398 | 1000000 | 75 | 1 | 8.6247975 | 0.2838138 | 0.3453744 | 2.6956145 | 0.4853685 | 0.3335417 | 0.7608204 | 0.1061799 | 0.4487683 | 1.5306758 | 2.0130280 | 0.7072126 | 0.0506589 | 473 | 0 | 1 | 0 |
| 1.348321 | 103.8714 | 556131 | 1220000 | 107 | 12 | 7.4796301 | 0.1330421 | 0.6245644 | 4.1317161 | 1.7177614 | 0.2155595 | 0.2870038 | 0.4625068 | 0.3305981 | 2.2065889 | 0.2608725 | 0.2608725 | 0.1605945 | 475 | 1 | 0 | 1 |
| 1.348433 | 103.8711 | 556132 | 1458500 | 97 | 12 | 7.4824062 | 0.1124453 | 0.6194528 | 4.1598764 | 1.6967958 | 0.2003417 | 0.3112102 | 0.4370283 | 0.2991428 | 2.1877839 | 0.2649623 | 0.2649623 | 0.1803732 | 475 | 1 | 0 | 1 |
| 1.348419 | 103.8713 | 556133 | 1060000 | 80 | 12 | 7.4860491 | 0.1181535 | 0.6268137 | 4.1484460 | 1.7033313 | 0.2119739 | 0.2953773 | 0.4529755 | 0.3165964 | 2.2013708 | 0.2573550 | 0.2573550 | 0.1740187 | 475 | 1 | 0 | 1 |
| 1.348904 | 103.8711 | 556135 | 1179000 | 108 | 12 | 7.5326244 | 0.0618655 | 0.6659143 | 4.2018688 | 1.6470299 | 0.2140170 | 0.2972045 | 0.4579522 | 0.3030465 | 2.2181563 | 0.2221875 | 0.2221875 | 0.1517810 | 475 | 1 | 0 | 1 |
| 1.365097 | 103.7707 | 679048 | 2250000 | 198 | 26 | 12.7217397 | 0.3518034 | 1.3471977 | 4.7517139 | 2.9056630 | 0.4177934 | 0.4245792 | 0.3505607 | 0.3711707 | 5.5552271 | 0.7279505 | 0.6647000 | 0.2372268 | 477 | 1 | 1 | 0 |
| 1.364753 | 103.7701 | 679052 | 1430000 | 141 | 26 | 12.7429869 | 0.3684584 | 1.3858855 | 4.6779859 | 2.8830298 | 0.3971107 | 0.3466408 | 0.3493453 | 0.3269169 | 5.5372537 | 0.6525169 | 0.5965202 | 0.1735890 | 477 | 1 | 1 | 0 |
| 1.363954 | 103.7705 | 679053 | 1456000 | 129 | 26 | 12.6508438 | 0.4641096 | 1.4738318 | 4.6401400 | 2.7872250 | 0.3625530 | 0.3484401 | 0.4062818 | 0.4125872 | 5.4403933 | 0.6792194 | 0.5464255 | 0.2399639 | 477 | 1 | 1 | 0 |
| 1.363947 | 103.7688 | 679035 | 1680000 | 154 | 27 | 12.7827726 | 0.4350843 | 1.4864860 | 4.5164797 | 2.8330826 | 0.2466201 | 0.1778774 | 0.4091180 | 0.2937971 | 5.4941950 | 0.4952228 | 0.4547791 | 0.1123025 | 477 | 0 | 1 | 0 |
| 1.364865 | 103.7692 | 679038 | 2200000 | 199 | 30 | 12.8201708 | 0.3495506 | 1.3798891 | 4.6244227 | 2.9184819 | 0.3495506 | 0.2791186 | 0.3104628 | 0.2418258 | 5.5770067 | 0.5631100 | 0.5666473 | 0.0767101 | 477 | 0 | 1 | 0 |
| 1.365661 | 103.7692 | 679042 | 1642000 | 146 | 30 | 12.8819650 | 0.2622572 | 1.2920679 | 4.6921487 | 3.0037851 | 0.2692860 | 0.3475532 | 0.2235259 | 0.1957584 | 5.6612772 | 0.5954205 | 0.6500519 | 0.0889587 | 477 | 0 | 1 | 0 |
| 1.430592 | 103.7860 | 737918 | 1018500 | 129 | 10 | 17.8264841 | 0.3520203 | 1.0206652 | 0.7232134 | 1.7424430 | 0.3951466 | 0.7178871 | 1.0024949 | 0.2347667 | 5.9733213 | 0.5828592 | 0.5225142 | 0.1253607 | 478 | 1 | 0 | 1 |
| 1.430611 | 103.7865 | 737919 | 819000 | 87 | 10 | 17.8048947 | 0.3285022 | 1.0738483 | 0.7192946 | 1.7747800 | 0.3854441 | 0.7010615 | 1.0454237 | 0.2463728 | 5.9158983 | 0.5810454 | 0.4794510 | 0.0744974 | 478 | 1 | 0 | 1 |
| 1.430021 | 103.7856 | 737922 | 960000 | 103 | 10 | 17.7881610 | 0.4300596 | 1.0027940 | 0.7909379 | 1.7683186 | 0.4680174 | 0.7909379 | 1.0114103 | 0.2970886 | 6.0298927 | 0.6497853 | 0.5161290 | 0.1673093 | 478 | 1 | 0 | 1 |
| 1.378522 | 103.8282 | 787130 | 1718600 | 141 | 3 | 10.8075397 | 0.2334980 | 2.0475666 | 7.9891538 | 0.6859918 | 0.4386572 | 1.1549534 | 0.3994762 | 0.8794663 | 1.7602176 | 2.2988114 | 1.3766964 | 0.0943111 | 479 | 0 | 1 | 0 |
| 1.380158 | 103.8277 | 787131 | 1792500 | 172 | 3 | 10.9993340 | 0.3454471 | 2.1892215 | 7.8039333 | 0.8750859 | 0.5405368 | 1.1186161 | 0.2659552 | 1.0067874 | 1.9294655 | 2.4241234 | 1.5088444 | 0.0737183 | 479 | 0 | 1 | 0 |
| 1.381257 | 103.8270 | 787133 | 1300000 | 59 | 3 | 11.1341626 | 0.2840541 | 2.3096133 | 7.6651966 | 1.0078867 | 0.6545760 | 1.1357637 | 0.2529276 | 1.1242927 | 2.0630454 | 2.5354775 | 1.6259943 | 0.1869339 | 479 | 0 | 1 | 0 |
| 1.349081 | 103.7723 | 587975 | 1219000 | 107 | 17 | 11.3925035 | 0.4125092 | 2.0635542 | 3.7824153 | 1.1439981 | 0.6214117 | 0.9725489 | 0.4279446 | 1.2916811 | 3.8074068 | 1.0678075 | 0.8593410 | 0.1677938 | 480 | 1 | 0 | 0 |
| 1.348213 | 103.7715 | 587976 | 1188888 | 107 | 17 | 11.4050583 | 0.3515277 | 1.9693855 | 3.6542854 | 1.0946850 | 0.6163695 | 0.9328668 | 0.5128218 | 1.2374620 | 3.7515165 | 1.1211462 | 0.8320872 | 0.0413821 | 480 | 1 | 0 | 0 |
| 1.347686 | 103.7718 | 587977 | 1055000 | 103 | 17 | 11.3415135 | 0.2836612 | 2.0062825 | 3.6589168 | 1.0268549 | 0.5526141 | 0.8649572 | 0.4462755 | 1.1698989 | 3.6843460 | 1.1877979 | 0.7648323 | 0.0760833 | 480 | 1 | 0 | 0 |
| 1.313279 | 103.8580 | 207852 | 1290000 | 117 | 10 | 3.3353495 | 0.2657268 | 0.6191321 | 3.9364733 | 0.6706403 | 0.1191359 | 0.3752869 | 0.2002326 | 0.8037965 | 2.6956797 | 0.2444290 | 0.2444290 | 0.1877577 | 481 | 1 | 0 | 1 |
| 1.312832 | 103.8582 | 207853 | 1350000 | 119 | 10 | 3.2923276 | 0.2464938 | 0.5656423 | 3.9197601 | 0.6271491 | 0.1626647 | 0.3895223 | 0.1495300 | 0.8239062 | 2.7480040 | 0.2236473 | 0.2236473 | 0.1886389 | 481 | 1 | 0 | 1 |
| 1.313011 | 103.8584 | 207855 | 1257500 | 92 | 10 | 3.3163531 | 0.2749556 | 0.5815623 | 3.8966164 | 0.6514321 | 0.1421170 | 0.4125756 | 0.1709299 | 0.8454574 | 2.7312061 | 0.2521396 | 0.2521396 | 0.1698758 | 481 | 1 | 0 | 1 |
| 1.329049 | 103.9438 | 465559 | 1116000 | 112 | 13 | 11.4312403 | 0.2097716 | 0.5420504 | 5.7824996 | 0.6146868 | 0.5202273 | 0.3677600 | 0.3423590 | 0.6551197 | 0.7585924 | 0.6657107 | 0.5180545 | 0.3301506 | 482 | 1 | 0 | 1 |
| 1.328594 | 103.9446 | 465560 | 1210000 | 126 | 13 | 11.4853734 | 0.2792280 | 0.5560193 | 5.8548101 | 0.6192708 | 0.4902488 | 0.2694271 | 0.2623741 | 0.7407781 | 0.7962310 | 0.7015587 | 0.5132922 | 0.2317544 | 482 | 1 | 0 | 1 |
| 1.328157 | 103.9445 | 465558 | 1070000 | 113 | 14 | 11.4546847 | 0.2670159 | 0.5142561 | 5.8346203 | 0.5747814 | 0.5336562 | 0.2560917 | 0.2856956 | 0.7612581 | 0.7612581 | 0.6662918 | 0.5382332 | 0.2220723 | 482 | 1 | 0 | 1 |
| 1.314224 | 103.8436 | 308342 | 2380000 | 134 | 7 | 3.4733504 | 0.3257364 | 0.7315241 | 4.4064339 | 0.5150055 | 0.1077210 | 0.6250811 | 0.2065090 | 0.4662435 | 2.8570227 | 0.3573037 | 0.3573037 | 0.2828586 | 486 | 0 | 1 | 0 |
| 1.314240 | 103.8431 | 308345 | 3500000 | 186 | 7 | 3.4886174 | 0.3556657 | 0.7831962 | 4.4230492 | 0.4696762 | 0.1498414 | 0.5734823 | 0.2045824 | 0.4934220 | 2.8785901 | 0.3593053 | 0.3593053 | 0.2592869 | 486 | 0 | 1 | 0 |
| 1.314442 | 103.8432 | 308364 | 2630000 | 105 | 7 | 3.5083101 | 0.3430241 | 0.7745061 | 4.4424042 | 0.4869949 | 0.1341959 | 0.5833251 | 0.2045970 | 0.4712283 | 2.8554410 | 0.3361662 | 0.3361662 | 0.2648424 | 486 | 0 | 1 | 0 |
| 1.314297 | 103.8432 | 308366 | 2140000 | 124 | 7 | 3.4931506 | 0.3543232 | 0.7770901 | 4.4273983 | 0.4776194 | 0.1420033 | 0.5797560 | 0.2105930 | 0.4850713 | 2.8704813 | 0.3523401 | 0.3523401 | 0.2642535 | 486 | 0 | 1 | 0 |
| 1.330741 | 103.7660 | 597159 | 1965000 | 221 | 29 | 10.8342694 | 0.4302497 | 1.1595051 | 2.6539043 | 1.4733253 | 0.1627534 | 1.5976737 | 0.3648620 | 0.7419144 | 2.5363068 | 1.6745232 | 0.8205239 | 0.1766254 | 489 | 1 | 1 | 0 |
| 1.328971 | 103.7665 | 597158 | 1995000 | 174 | 30 | 10.6914895 | 0.3019452 | 0.9652680 | 2.7364262 | 1.5704066 | 0.2283215 | 1.5285307 | 0.2403295 | 0.9339112 | 2.3753305 | 1.5771251 | 0.6170067 | 0.0944411 | 489 | 1 | 1 | 0 |
| 1.328531 | 103.7651 | 597157 | 1135000 | 108 | 32 | 10.8109000 | 0.4584210 | 0.9193546 | 2.5879081 | 1.6887795 | 0.3548339 | 1.4721627 | 0.0988073 | 1.0000296 | 2.4833046 | 1.5105842 | 0.6199437 | 0.2383050 | 489 | 1 | 1 | 0 |
| 1.289776 | 103.8412 | 169658 | 1052500 | 73 | 15 | 1.3170229 | 0.2434995 | 0.2789915 | 2.1366162 | 0.2186188 | 0.7322984 | 0.5046367 | 0.5571690 | 0.7087847 | 2.4886678 | 0.2634632 | 0.2966503 | 0.1290285 | 492 | 1 | 0 | 1 |
| 1.289604 | 103.8405 | 169659 | 1230000 | 79 | 16 | 1.3694034 | 0.2510970 | 0.2761179 | 2.1731712 | 0.1659161 | 0.6658351 | 0.5708105 | 0.6230786 | 0.6703869 | 2.4232608 | 0.3071979 | 0.2932788 | 0.0574157 | 492 | 1 | 0 | 1 |
| 1.290240 | 103.8414 | 169661 | 1690000 | 113 | 16 | 1.3211717 | 0.1937032 | 0.3212177 | 2.1557093 | 0.2752197 | 0.7845100 | 0.4519873 | 0.5042999 | 0.6975081 | 2.5417461 | 0.2072012 | 0.2571664 | 0.1758948 | 492 | 1 | 0 | 1 |
| 1.318057 | 103.7535 | 127647 | 1465000 | 118 | 6 | 11.5352079 | 0.2562150 | 0.7499308 | 2.0899401 | 0.9175352 | 0.9116757 | 1.3289220 | 0.4179727 | 0.7105050 | 3.4063554 | 1.2388495 | 0.9310384 | 0.2983382 | 493 | 0 | 0 | 0 |
| 1.318911 | 103.7534 | 127649 | 1750000 | 147 | 6 | 11.5834256 | 0.3298850 | 0.6928536 | 2.0038839 | 1.0012838 | 0.8575537 | 1.3711710 | 0.4976208 | 0.8008351 | 3.4290966 | 1.2852616 | 1.0154434 | 0.2308293 | 493 | 0 | 0 | 0 |
| 1.318920 | 103.7544 | 127651 | 1717100 | 149 | 6 | 11.4821063 | 0.2275855 | 0.7933254 | 2.0714073 | 0.9380348 | 0.9583500 | 1.2687516 | 0.4136077 | 0.7538621 | 3.3214564 | 1.1847925 | 0.9533141 | 0.1750899 | 493 | 0 | 0 | 0 |
| 1.318423 | 103.7536 | 127720 | 2350000 | 250 | 6 | 11.5462845 | 0.2967777 | 0.7335152 | 2.0590851 | 0.9466095 | 0.8974258 | 1.3366138 | 0.4441944 | 0.7438450 | 3.4057196 | 1.2484530 | 0.9605205 | 0.2618431 | 493 | 0 | 0 | 0 |
| 1.317860 | 103.7541 | 127721 | 1929400 | 120 | 6 | 11.4690591 | 0.2413679 | 0.8152644 | 2.1451804 | 0.8602252 | 0.9777229 | 1.2631293 | 0.3576050 | 0.6598621 | 3.3431804 | 1.1728025 | 0.8742335 | 0.2958107 | 493 | 0 | 0 | 0 |
| 1.317899 | 103.7538 | 127722 | 1520000 | 118 | 6 | 11.5003368 | 0.2400904 | 0.7853892 | 2.1224990 | 0.8839931 | 0.9468813 | 1.2948927 | 0.3833384 | 0.6793858 | 3.3749134 | 1.2043840 | 0.8976737 | 0.3015221 | 493 | 0 | 0 | 0 |
| 1.317958 | 103.7533 | 127723 | 1420000 | 114 | 6 | 11.5606361 | 0.2477111 | 0.7286653 | 2.0805495 | 0.9303085 | 0.8878049 | 1.3563447 | 0.4346402 | 0.7184020 | 3.4366459 | 1.2654267 | 0.9433592 | 0.2742689 | 493 | 0 | 0 | 0 |
| 1.318978 | 103.7536 | 127725 | 1530000 | 152 | 6 | 11.5583605 | 0.2997107 | 0.7172650 | 2.0162539 | 0.9890572 | 0.8821650 | 1.3455040 | 0.4844623 | 0.7932505 | 3.4004057 | 1.2604356 | 1.0035728 | 0.2061097 | 493 | 0 | 0 | 0 |
| 1.368322 | 103.7762 | 678272 | 730000 | 62 | 1 | 12.5618454 | 0.6576404 | 1.1756396 | 5.4300492 | 3.2030418 | 0.8777724 | 1.1328611 | 0.2427609 | 0.9256151 | 5.7761843 | 1.4239644 | 1.1806347 | 0.0711650 | 496 | 1 | 0 | 1 |
| 1.368407 | 103.7759 | 678273 | 1358888 | 110 | 1 | 12.5898430 | 0.6329108 | 1.1509278 | 5.4149937 | 3.2123703 | 0.8545782 | 1.1109291 | 0.2754284 | 0.8942449 | 5.7903471 | 1.3987012 | 1.1609680 | 0.0463376 | 496 | 1 | 0 | 1 |
| 1.368389 | 103.7760 | 678274 | 1320000 | 110 | 1 | 12.5852752 | 0.6370101 | 1.1550439 | 5.4167917 | 3.2103956 | 0.8584760 | 1.1138306 | 0.2704914 | 0.8991969 | 5.7876751 | 1.4021848 | 1.1643795 | 0.0491184 | 496 | 1 | 0 | 1 |
| 1.369120 | 103.7759 | 678275 | 1445260 | 118 | 1 | 12.6491742 | 0.5664818 | 1.0840938 | 5.4721250 | 3.2914986 | 0.7850260 | 1.1545859 | 0.2851024 | 0.8518829 | 5.8685698 | 1.4317443 | 1.0865418 | 0.1127409 | 496 | 1 | 0 | 1 |
| 1.368408 | 103.7758 | 678276 | 635000 | 43 | 1 | 12.5954731 | 0.6285358 | 1.1464880 | 5.4093864 | 3.2125506 | 0.8506587 | 1.1040140 | 0.2835791 | 0.8873357 | 5.7918006 | 1.3911839 | 1.1580946 | 0.0400702 | 496 | 1 | 0 | 1 |
| 1.350709 | 103.8647 | 556112 | 1115000 | 118 | 20 | 7.5541797 | 0.2020745 | 0.8918138 | 4.7994668 | 1.3911668 | 0.3335914 | 0.2268481 | 0.3241908 | 0.3021128 | 1.8447653 | 0.8525685 | 0.7654387 | 0.0289966 | 500 | 1 | 0 | 1 |
| 1.350709 | 103.8647 | 556113 | 1460000 | 141 | 20 | 7.5541797 | 0.2020745 | 0.8918138 | 4.7994668 | 1.3911668 | 0.3335914 | 0.2268481 | 0.3241908 | 0.3021128 | 1.8447653 | 0.8525685 | 0.7654387 | 0.0289966 | 500 | 1 | 0 | 1 |
| 1.350654 | 103.8646 | 556114 | 1270000 | 85 | 20 | 7.5460532 | 0.2023650 | 0.8916779 | 4.8023148 | 1.3989816 | 0.3415974 | 0.2199413 | 0.3250883 | 0.2893241 | 1.8331914 | 0.8636530 | 0.7782201 | 0.0405685 | 500 | 1 | 0 | 1 |
| 1.296690 | 103.8845 | 436879 | 3105000 | 224 | 22 | 3.9439373 | 0.2799139 | 0.6214998 | 2.5515706 | 0.6313014 | 0.3870218 | 0.1884378 | 0.2111756 | 0.3256053 | 0.3256053 | 1.0979281 | 1.0979281 | 0.2629915 | 502 | 1 | 1 | 0 |
| 1.297884 | 103.8834 | 436882 | 2855000 | 199 | 23 | 3.8808436 | 0.3314820 | 0.4654135 | 2.4790790 | 0.4978509 | 0.2681237 | 0.2609080 | 0.3359350 | 0.1459941 | 0.1459941 | 0.9225097 | 0.9225097 | 0.1013782 | 502 | 1 | 1 | 0 |
| 1.297909 | 103.8833 | 436887 | 3172500 | 199 | 23 | 3.8724643 | 0.3364310 | 0.4614206 | 2.4810467 | 0.4963106 | 0.2691382 | 0.2713183 | 0.3466469 | 0.1379767 | 0.1379767 | 0.9122989 | 0.9122989 | 0.0909090 | 502 | 1 | 1 | 0 |
| 1.297985 | 103.8944 | 437932 | 1688800 | 86 | 17 | 5.0311189 | 0.0727227 | 1.2268533 | 2.2327466 | 1.2674809 | 0.4644305 | 0.3299299 | 0.0700350 | 1.0574914 | 1.3125719 | 1.1414371 | 1.1414371 | 0.1203943 | 504 | 1 | 1 | 0 |
| 1.297092 | 103.8951 | 437934 | 2120000 | 147 | 17 | 5.0752282 | 0.1615304 | 1.3511367 | 2.3381142 | 1.3740357 | 0.5795875 | 0.3248734 | 0.1939965 | 1.0914937 | 1.4007882 | 1.1402623 | 1.1402623 | 0.1486752 | 504 | 1 | 1 | 0 |
| 1.296725 | 103.8942 | 437936 | 1950000 | 153 | 17 | 4.9621552 | 0.2110244 | 1.3382675 | 2.3704733 | 1.3019722 | 0.5178471 | 0.4298950 | 0.2045896 | 1.1853335 | 1.3033609 | 1.2477287 | 1.2477287 | 0.1656202 | 504 | 1 | 1 | 0 |
| 1.313043 | 103.8783 | 573908 | 2173480 | 108 | 0 | 4.3966709 | 0.2214727 | 1.0712886 | 1.7330578 | 0.4580529 | 0.3011574 | 0.6465124 | 1.2380803 | 0.8064079 | 1.1237179 | 1.0573353 | 0.0696146 | 0.1646856 | 509 | 1 | 0 | 1 |
| 1.350321 | 103.8486 | 573909 | 2672235 | 163 | 0 | 7.3722562 | 0.1560837 | 0.0545086 | 6.1002429 | 1.2852295 | 0.2654792 | 0.0699640 | 0.2964994 | 0.4918245 | 1.5937320 | 0.0000000 | 0.0000000 | 0.0926812 | 509 | 1 | 0 | 1 |
| 1.297359 | 103.8720 | 436918 | 2855000 | 256 | 18 | 2.7313578 | 1.1130269 | 1.2000470 | 3.0486148 | 1.1109054 | 1.3932141 | 0.1540115 | 1.0908361 | 1.1992548 | 1.1992548 | 0.7412530 | 0.7412530 | 0.0331351 | 510 | 1 | 0 | 1 |
| 1.297419 | 103.8705 | 436919 | 3720000 | 244 | 18 | 2.5985876 | 1.0028657 | 1.0781179 | 2.9522752 | 0.9766391 | 1.3412051 | 0.3161330 | 1.0084189 | 1.3616159 | 1.3616159 | 0.8362017 | 0.8552193 | 0.1216439 | 510 | 1 | 0 | 1 |
| 1.297856 | 103.8702 | 436920 | 4120000 | 284 | 18 | 2.6000449 | 0.9441637 | 1.0200039 | 2.9717824 | 0.9200532 | 1.2859046 | 0.3594741 | 0.9521653 | 1.3893982 | 1.3893982 | 0.7784229 | 0.8516343 | 0.1233237 | 510 | 1 | 0 | 1 |
| 1.298043 | 103.8709 | 436921 | 3675000 | 206 | 18 | 2.6750254 | 0.9762734 | 1.0601040 | 3.0343865 | 0.9688935 | 1.3385281 | 0.2938441 | 0.9659553 | 1.3102577 | 1.3102577 | 0.7770737 | 0.7770737 | 0.1753743 | 510 | 1 | 0 | 1 |
| 1.357127 | 103.9671 | 506999 | 1080000 | 124 | 9 | 15.2219261 | 0.4961618 | 0.5956883 | 8.9642052 | 2.8114325 | 0.5738000 | 1.4424997 | 0.3107753 | 0.7186025 | 1.7620949 | 2.2384386 | 0.8180862 | 0.2665085 | 517 | 0 | 1 | 0 |
| 1.357003 | 103.9676 | 507000 | 875000 | 98 | 9 | 15.2544391 | 0.5295950 | 0.6254487 | 9.0102294 | 2.8473450 | 0.6119881 | 1.4886959 | 0.3027475 | 0.7507736 | 1.7895704 | 2.2622356 | 0.8545543 | 0.2284400 | 517 | 0 | 1 | 0 |
| 1.356906 | 103.9679 | 507001 | 800000 | 77 | 9 | 15.2782619 | 0.5317280 | 0.6486858 | 9.0446660 | 2.8739324 | 0.6410238 | 1.5229870 | 0.3023988 | 0.7754482 | 1.8110430 | 2.2799779 | 0.8821137 | 0.2036233 | 517 | 0 | 1 | 0 |
| 1.356780 | 103.9684 | 507002 | 1048000 | 119 | 9 | 15.3169658 | 0.5371896 | 0.6885334 | 9.0967197 | 2.9169807 | 0.6884803 | 1.5767187 | 0.3077271 | 0.8169156 | 1.8428375 | 2.3103822 | 0.9272881 | 0.1646959 | 517 | 0 | 1 | 0 |
| 1.356273 | 103.9686 | 507004 | 1635000 | 297 | 9 | 15.3141752 | 0.5910936 | 0.6922463 | 9.1554000 | 2.9223824 | 0.7055158 | 1.6073444 | 0.3634931 | 0.8224826 | 1.9066329 | 2.2968467 | 0.9388547 | 0.1007934 | 517 | 0 | 1 | 0 |
| 1.356024 | 103.9680 | 507007 | 880000 | 95 | 9 | 15.2362904 | 0.6259574 | 0.6129460 | 9.1120903 | 2.8431137 | 0.6271966 | 1.5332098 | 0.3960147 | 0.7431046 | 1.9072563 | 2.2224918 | 0.8595912 | 0.1274127 | 517 | 0 | 1 | 0 |
| 1.356532 | 103.9673 | 509744 | 2000000 | 297 | 9 | 15.2060649 | 0.5649551 | 0.5765008 | 9.0218257 | 2.8025972 | 0.5718553 | 1.4625440 | 0.3602947 | 0.7035533 | 1.8318679 | 2.2084614 | 0.8115508 | 0.2173614 | 517 | 0 | 1 | 0 |
| 1.357555 | 103.7663 | 598748 | 1468000 | 138 | 16 | 12.5125819 | 0.5080537 | 1.7049704 | 3.8041995 | 2.2813814 | 0.3599183 | 0.6268507 | 0.2513272 | 0.9808081 | 4.9315187 | 0.2129718 | 0.3087055 | 0.1360249 | 517 | 1 | 1 | 0 |
| 1.357003 | 103.7660 | 598749 | 1940000 | 249 | 16 | 12.4998608 | 0.4959089 | 1.6406506 | 3.7355459 | 2.2452281 | 0.4293904 | 0.6945806 | 0.2900657 | 1.0470115 | 4.8901901 | 0.2613965 | 0.3793095 | 0.1520862 | 517 | 1 | 1 | 0 |
| 1.356854 | 103.7654 | 598750 | 1315000 | 129 | 16 | 12.5345643 | 0.4502706 | 1.5822921 | 3.6819612 | 2.2613290 | 0.4820221 | 0.7269657 | 0.3515229 | 1.0750676 | 4.9001390 | 0.3231061 | 0.4224658 | 0.1560201 | 517 | 1 | 1 | 0 |
| 1.356245 | 103.7649 | 598751 | 1390000 | 112 | 16 | 12.5376963 | 0.4396367 | 1.4938769 | 3.5911733 | 2.2369775 | 0.5727946 | 0.8109512 | 0.4268668 | 1.1553831 | 4.8655064 | 0.4044506 | 0.5121757 | 0.2195160 | 517 | 1 | 1 | 0 |
| 1.356215 | 103.7640 | 598752 | 962500 | 92 | 16 | 12.6144309 | 0.3712945 | 1.4084815 | 3.5178247 | 2.2925331 | 0.6506809 | 0.8556234 | 0.3402553 | 1.1101274 | 4.9084904 | 0.5004995 | 0.5777257 | 0.2053577 | 517 | 1 | 1 | 0 |
| 1.356977 | 103.7649 | 598753 | 1260000 | 124 | 16 | 12.5850486 | 0.3963600 | 1.5460864 | 3.6538991 | 2.3017114 | 0.5130959 | 0.7331695 | 0.4034713 | 1.0754710 | 4.9358512 | 0.3718711 | 0.4429084 | 0.1380907 | 517 | 1 | 1 | 0 |
| 1.361332 | 103.8845 | 544894 | 2075000 | 164 | 4 | 9.3402683 | 0.2145211 | 0.8623431 | 4.8941309 | 0.3053546 | 0.3144581 | 0.1716400 | 0.2645193 | 0.7394696 | 1.6724457 | 0.2254883 | 0.2254883 | 0.1221045 | 521 | 0 | 0 | 1 |
| 1.360869 | 103.8850 | 544895 | 1724000 | 118 | 4 | 9.3160066 | 0.1525545 | 0.8268256 | 4.8328055 | 0.2308413 | 0.3535358 | 0.0979858 | 0.3183766 | 0.6637382 | 1.7488526 | 0.1614493 | 0.1614493 | 0.0449615 | 521 | 0 | 0 | 1 |
| 1.361192 | 103.8842 | 544896 | 1950000 | 173 | 4 | 9.3131025 | 0.2132547 | 0.8984662 | 4.8854270 | 0.3137178 | 0.2781124 | 0.1815651 | 0.2296918 | 0.7601300 | 1.6634971 | 0.2252906 | 0.2252906 | 0.1400355 | 521 | 0 | 0 | 1 |
| 1.360601 | 103.8847 | 544897 | 2062000 | 167 | 4 | 9.2752738 | 0.1300838 | 0.8696511 | 4.8099656 | 0.2270113 | 0.3150176 | 0.0956944 | 0.2869030 | 0.6793630 | 1.7501696 | 0.1412815 | 0.1412815 | 0.0663288 | 521 | 0 | 0 | 1 |
| 1.361811 | 103.8852 | 544915 | 1420000 | 117 | 4 | 9.4222283 | 0.2572304 | 0.7664681 | 4.9309090 | 0.3163772 | 0.4127219 | 0.1938297 | 0.3580170 | 0.7012158 | 1.6885347 | 0.2646848 | 0.2646848 | 0.1356361 | 521 | 0 | 0 | 1 |
| 1.361258 | 103.8855 | 544916 | 1100000 | 82 | 4 | 9.3770487 | 0.2001518 | 0.7608419 | 4.8657130 | 0.2498138 | 0.4161668 | 0.1323827 | 0.3736249 | 0.6422480 | 1.7521030 | 0.2059123 | 0.2059123 | 0.0770246 | 521 | 0 | 0 | 1 |
| 1.361600 | 103.8849 | 544917 | 1442500 | 117 | 4 | 9.3869699 | 0.2340673 | 0.8064944 | 4.9140994 | 0.3067440 | 0.3713881 | 0.1770652 | 0.3185607 | 0.7148311 | 1.6822186 | 0.2429881 | 0.2429881 | 0.1193910 | 521 | 0 | 0 | 1 |
| 1.361068 | 103.8853 | 544918 | 1120000 | 83 | 4 | 9.3483817 | 0.1754646 | 0.7903463 | 4.8490319 | 0.2371771 | 0.3881081 | 0.1113527 | 0.3489189 | 0.6495074 | 1.7520968 | 0.1824484 | 0.1824484 | 0.0530968 | 521 | 0 | 0 | 1 |
| 1.296015 | 103.8718 | 436922 | 1288888 | 106 | 11 | 2.6333727 | 1.2126206 | 1.2888919 | 2.9198629 | 1.1860906 | 1.4554973 | 0.1981303 | 1.2107206 | 1.2522276 | 1.2522276 | 0.8717529 | 0.8717529 | 0.1324377 | 522 | 1 | 0 | 1 |
| 1.295942 | 103.8714 | 436923 | 1465000 | 107 | 11 | 2.5851945 | 1.1889726 | 1.2610568 | 2.8803985 | 1.1540268 | 1.5067048 | 0.2469691 | 1.1778643 | 1.3038259 | 1.3038259 | 0.9093062 | 0.9093062 | 0.1711464 | 522 | 1 | 0 | 1 |
| 1.295719 | 103.8703 | 436924 | 1057500 | 77 | 12 | 2.4734699 | 1.1479094 | 1.1978600 | 2.7877277 | 1.0919562 | 1.4425367 | 0.3628472 | 1.1051739 | 1.4221477 | 1.4221477 | 0.9652544 | 1.0035853 | 0.1675907 | 522 | 1 | 0 | 1 |
| 1.295979 | 103.8707 | 436925 | 1680000 | 113 | 12 | 2.5224471 | 1.1434848 | 1.2097771 | 2.8351037 | 1.0973808 | 1.4527200 | 0.3154497 | 1.1160353 | 1.3765242 | 1.3765242 | 0.9554759 | 0.9554759 | 0.1709463 | 522 | 1 | 0 | 1 |
| 1.358788 | 103.7644 | 669566 | 1500000 | 126 | 13 | 12.7586445 | 0.2805154 | 1.6319316 | 3.7642837 | 2.5026927 | 0.4692010 | 0.5841690 | 0.4260171 | 0.9047152 | 5.1418142 | 0.4338035 | 0.3644025 | 0.0768072 | 522 | 1 | 0 | 0 |
| 1.359897 | 103.7645 | 669568 | 1490000 | 142 | 13 | 12.8353870 | 0.3080589 | 1.7223397 | 3.8612785 | 2.6065154 | 0.4455858 | 0.4857534 | 0.3947989 | 0.7907063 | 5.2513229 | 0.3850305 | 0.3304387 | 0.0533356 | 522 | 1 | 0 | 0 |
| 1.360195 | 103.7651 | 669613 | 1040000 | 92 | 13 | 12.8050718 | 0.3846743 | 1.7845969 | 3.9310915 | 2.6023027 | 0.3691437 | 0.4150896 | 0.4604217 | 0.7321058 | 5.2530856 | 0.3602204 | 0.2607963 | 0.0929638 | 522 | 1 | 0 | 0 |
| 1.359715 | 103.7650 | 669614 | 1250000 | 126 | 13 | 12.7794988 | 0.3550787 | 1.7475964 | 3.8823075 | 2.5613858 | 0.3909881 | 0.4648498 | 0.4538479 | 0.7862270 | 5.2095802 | 0.4102203 | 0.2763292 | 0.1046118 | 522 | 1 | 0 | 0 |
| 1.359287 | 103.7650 | 669615 | 1367500 | 126 | 13 | 12.7426804 | 0.3526680 | 1.7200229 | 3.8512592 | 2.5161886 | 0.3894386 | 0.4997086 | 0.4410776 | 0.8279316 | 5.1632172 | 0.3884868 | 0.2802216 | 0.1025295 | 522 | 1 | 0 | 0 |
| 1.360716 | 103.7650 | 669616 | 1252500 | 92 | 13 | 12.8525020 | 0.4000457 | 1.7616238 | 3.9676107 | 2.6591840 | 0.3543920 | 0.3811479 | 0.4487069 | 0.6841254 | 5.3109288 | 0.3011368 | 0.2815257 | 0.0814638 | 522 | 1 | 0 | 0 |
| 1.358597 | 103.7651 | 669565 | 1738444 | 163 | 16 | 12.6916600 | 0.3516645 | 1.6693951 | 3.7947335 | 2.4489105 | 0.4093470 | 0.5650874 | 0.4093548 | 0.8998411 | 5.0930312 | 0.3605941 | 0.3119963 | 0.0272778 | 522 | 1 | 0 | 0 |
| 1.316751 | 103.8905 | 389754 | 920000 | 91 | 17 | 5.6688809 | 0.1023340 | 0.3316957 | 0.3149719 | 0.5951236 | 0.6438964 | 0.3149719 | 0.3228958 | 0.6763406 | 0.6763406 | 0.3316356 | 0.3316356 | 0.0199197 | 522 | 1 | 0 | 1 |
| 1.317066 | 103.8901 | 389756 | 1400000 | 142 | 17 | 5.6595445 | 0.1227629 | 0.2771404 | 0.3397386 | 0.5555830 | 0.5919306 | 0.3397386 | 0.3768546 | 0.6946445 | 0.6946445 | 0.3400514 | 0.3400514 | 0.0576770 | 522 | 1 | 0 | 1 |
| 1.316906 | 103.8894 | 389757 | 1040000 | 142 | 17 | 5.5885113 | 0.1017112 | 0.2371878 | 0.4197594 | 0.5209354 | 0.5273560 | 0.4197594 | 0.3612226 | 0.6569304 | 0.6569304 | 0.4148477 | 0.3128515 | 0.1118881 | 522 | 1 | 0 | 1 |
| 1.316771 | 103.8890 | 389758 | 930000 | 91 | 17 | 5.5402178 | 0.1023857 | 0.2264118 | 0.4728721 | 0.5070434 | 0.4896334 | 0.4728721 | 0.3492134 | 0.6332825 | 0.6332825 | 0.4661985 | 0.2834665 | 0.1590545 | 522 | 1 | 0 | 1 |
| 1.358772 | 103.9636 | 507025 | 860000 | 90 | 14 | 14.9931857 | 0.2897184 | 0.5562143 | 8.5420223 | 2.5684597 | 0.4372612 | 1.0839609 | 0.4545181 | 0.6204733 | 1.5069050 | 2.1317538 | 0.6474196 | 0.3209549 | 528 | 1 | 1 | 0 |
| 1.294928 | 103.7671 | 126827 | 1255000 | 99 | 7 | 9.4615624 | 0.7460457 | 1.1329053 | 5.0617737 | 1.0369630 | 0.5811810 | 1.9269686 | 0.4474860 | 2.1747338 | 3.0821196 | 0.9722826 | 0.8016957 | 0.1155506 | 530 | 0 | 0 | 1 |
| 1.295332 | 103.7684 | 126831 | 1760000 | 137 | 7 | 9.3286064 | 0.6754550 | 1.1090261 | 5.1027751 | 1.0482889 | 0.5186555 | 1.7923081 | 0.4091621 | 2.0276224 | 2.9619378 | 0.9531303 | 0.7255622 | 0.1155683 | 530 | 0 | 0 | 1 |
| 1.295330 | 103.7684 | 126833 | 1680000 | 135 | 7 | 9.3277654 | 0.6756415 | 1.1094575 | 5.1034568 | 1.0488865 | 0.5179652 | 1.7914695 | 0.4095975 | 2.0269253 | 2.9616727 | 0.9535934 | 0.7257050 | 0.1147141 | 530 | 0 | 0 | 1 |
| 1.295433 | 103.7685 | 126839 | 1745000 | 122 | 7 | 9.3183168 | 0.6632079 | 1.1006474 | 5.1003688 | 1.0435956 | 0.5210550 | 1.7818640 | 0.4010088 | 2.0129151 | 2.9458319 | 0.9453902 | 0.7127547 | 0.1093562 | 530 | 0 | 0 | 1 |
| 1.294191 | 103.7684 | 127335 | 1840000 | 121 | 7 | 9.3119569 | 0.8015345 | 1.2331581 | 5.2075232 | 1.1633823 | 0.4221632 | 1.7811375 | 0.5335634 | 2.0683400 | 3.0648094 | 1.0761856 | 0.8509290 | 0.1378322 | 530 | 0 | 0 | 1 |
| 1.294113 | 103.7674 | 127446 | 1880000 | 211 | 7 | 9.4219351 | 0.8267333 | 1.2255525 | 5.1531898 | 1.1317961 | 0.5033844 | 1.8924618 | 0.5353770 | 2.1763160 | 3.1369720 | 1.0653508 | 0.8805525 | 0.0499126 | 530 | 0 | 0 | 1 |
| 1.294920 | 103.7681 | 127451 | 2170900 | 169 | 7 | 9.3542949 | 0.7246077 | 1.1477267 | 5.1223723 | 1.0762972 | 0.5030232 | 1.8192752 | 0.4488225 | 2.0720610 | 3.0177718 | 0.9901966 | 0.7759572 | 0.1402892 | 530 | 0 | 0 | 1 |
| 1.333810 | 103.7878 | 589624 | 1600000 | 162 | 5 | 8.9856680 | 0.1143190 | 0.9523041 | 5.0700836 | 1.4582255 | 0.3678985 | 0.4835843 | 0.4711222 | 0.5946847 | 1.9241331 | 1.1671382 | 0.5674630 | 0.0943617 | 536 | 0 | 1 | 0 |
| 1.333255 | 103.7877 | 589640 | 1850000 | 178 | 5 | 8.9642668 | 0.1790337 | 0.9365816 | 5.0488468 | 1.4673843 | 0.3611207 | 0.4952161 | 0.5070439 | 0.5673363 | 1.8595638 | 1.1806099 | 0.5877108 | 0.1570920 | 536 | 0 | 1 | 0 |
| 1.332435 | 103.7869 | 589643 | 1430000 | 115 | 5 | 8.9730157 | 0.2924093 | 0.9664708 | 4.9693057 | 1.4440525 | 0.4216382 | 0.4915903 | 0.5489217 | 0.4896219 | 1.7547353 | 1.1672175 | 0.5967732 | 0.2263062 | 536 | 0 | 1 | 0 |
| 1.332557 | 103.7865 | 589644 | 1360000 | 82 | 5 | 9.0210596 | 0.3057946 | 1.0176174 | 4.9192482 | 1.3948413 | 0.4724347 | 0.4483659 | 0.5190579 | 0.4385727 | 1.7599429 | 1.1197591 | 0.5559761 | 0.2149946 | 536 | 0 | 1 | 0 |
| 1.332805 | 103.7866 | 589645 | 1600000 | 162 | 5 | 9.0284523 | 0.2768057 | 1.0184282 | 4.9303294 | 1.3895582 | 0.4644871 | 0.4353068 | 0.4967148 | 0.4480230 | 1.7888572 | 1.1116379 | 0.5406952 | 0.1861437 | 536 | 0 | 1 | 0 |
| 1.332983 | 103.7867 | 589646 | 1720000 | 183 | 5 | 9.0296656 | 0.2529847 | 1.0148765 | 4.9435774 | 1.3905985 | 0.4547900 | 0.4307173 | 0.4831261 | 0.4610839 | 1.8104436 | 1.1104518 | 0.5338453 | 0.1652528 | 536 | 0 | 1 | 0 |
| 1.333118 | 103.7869 | 589657 | 1045000 | 54 | 5 | 9.0181305 | 0.2259042 | 0.9986165 | 4.9693686 | 1.4052243 | 0.4329046 | 0.4400120 | 0.4799961 | 0.4872317 | 1.8294684 | 1.1227237 | 0.5400004 | 0.1508686 | 536 | 0 | 1 | 0 |
| 1.333467 | 103.7871 | 589658 | 1430000 | 140 | 5 | 9.0250955 | 0.1821704 | 0.9990724 | 4.9903161 | 1.4045669 | 0.4242640 | 0.4332988 | 0.4556298 | 0.5108832 | 1.8712270 | 1.1184835 | 0.5279466 | 0.1172715 | 536 | 0 | 1 | 0 |
| 1.333906 | 103.7875 | 589660 | 1710000 | 156 | 5 | 9.0240799 | 0.1200342 | 0.9917414 | 5.0298489 | 1.4171783 | 0.4084299 | 0.4425406 | 0.4371700 | 0.5567536 | 1.9263198 | 1.1266776 | 0.5280967 | 0.0922666 | 536 | 0 | 1 | 0 |
| 1.349461 | 103.9281 | 529771 | 970000 | 115 | 15 | 11.2075858 | 0.2287465 | 0.5218377 | 5.2333595 | 1.8439422 | 0.4370824 | 1.1923896 | 1.1589915 | 1.2454010 | 1.7722590 | 1.7888379 | 0.9587248 | 0.0192831 | 537 | 1 | 0 | 1 |
| 1.348259 | 103.9281 | 529772 | 988000 | 114 | 15 | 11.1216469 | 0.0956457 | 0.5492270 | 5.1456453 | 1.7121001 | 0.3914053 | 1.1594397 | 1.0268670 | 1.2885313 | 1.7797913 | 1.8205476 | 1.0539590 | 0.1012115 | 537 | 1 | 0 | 1 |
| 1.348011 | 103.9279 | 529773 | 1108000 | 139 | 15 | 11.0846820 | 0.0754076 | 0.5821851 | 5.1086220 | 1.6889676 | 0.4026409 | 1.1792305 | 0.9962887 | 1.3103564 | 1.8075950 | 1.8523606 | 1.0912603 | 0.1262882 | 537 | 1 | 0 | 1 |
| 1.347327 | 103.9275 | 529774 | 828000 | 92 | 15 | 11.0001002 | 0.0803652 | 0.6549925 | 5.0237461 | 1.6232358 | 0.4263821 | 1.2156415 | 0.9161432 | 1.3515484 | 1.8637136 | 1.9197083 | 1.1373161 | 0.2081385 | 537 | 1 | 0 | 1 |
| 1.347588 | 103.9268 | 529776 | 815000 | 92 | 15 | 10.9635493 | 0.1532665 | 0.7098521 | 4.9880788 | 1.6676207 | 0.5025563 | 1.2902231 | 0.9423105 | 1.4248663 | 1.9310174 | 1.9795678 | 1.1377335 | 0.2115442 | 537 | 1 | 0 | 1 |
| 1.348277 | 103.9269 | 529777 | 970000 | 114 | 15 | 11.0182710 | 0.1745349 | 0.6797676 | 5.0438398 | 1.7402949 | 0.5175062 | 1.2944194 | 1.0188178 | 1.4247045 | 1.9159790 | 1.9521267 | 1.1483540 | 0.1498878 | 537 | 1 | 0 | 1 |
| 1.348959 | 103.9273 | 529778 | 1038000 | 114 | 15 | 11.1005544 | 0.2003580 | 0.6211905 | 5.1267903 | 1.8048530 | 0.5105836 | 1.2672383 | 1.0955457 | 1.3492307 | 1.8672922 | 1.8917324 | 1.0651336 | 0.0739271 | 537 | 1 | 0 | 1 |
| 1.301172 | 103.9015 | 439942 | 2620000 | 153 | 7 | 5.8940276 | 0.3005026 | 1.4390903 | 2.1007972 | 0.5471427 | 0.3005026 | 0.5370813 | 0.4833051 | 0.4758162 | 1.8529123 | 0.3262972 | 0.3262972 | 0.0635312 | 546 | 0 | 1 | 0 |
| 1.301479 | 103.9025 | 439943 | 2065000 | 113 | 7 | 6.0034083 | 0.2944558 | 1.3297407 | 2.1202232 | 0.4382898 | 0.3100456 | 0.6460394 | 0.5919336 | 0.4810154 | 1.9182278 | 0.2591993 | 0.2591993 | 0.1427482 | 546 | 0 | 1 | 0 |
| 1.301759 | 103.9029 | 439944 | 2610084 | 153 | 7 | 6.0549797 | 0.2567130 | 1.2789943 | 2.1157550 | 0.3896137 | 0.2958354 | 0.6723235 | 0.5792577 | 0.4765952 | 1.9379638 | 0.2236952 | 0.2236952 | 0.1861066 | 546 | 0 | 1 | 0 |
| 1.302359 | 103.9026 | 439945 | 2280000 | 131 | 7 | 6.0446741 | 0.2405720 | 1.2961451 | 2.0410137 | 0.4196771 | 0.2405720 | 0.6735492 | 0.5044560 | 0.4022387 | 1.8736431 | 0.1617400 | 0.1617400 | 0.1713301 | 546 | 0 | 1 | 0 |
| 1.302076 | 103.9020 | 439946 | 1679000 | 52 | 7 | 5.9710101 | 0.2233924 | 1.3684374 | 2.0342162 | 0.4871502 | 0.2233924 | 0.6242311 | 0.5115433 | 0.3962683 | 1.8336793 | 0.2160058 | 0.2160058 | 0.0975133 | 546 | 0 | 1 | 0 |
| 1.301619 | 103.9012 | 439947 | 2640000 | 141 | 7 | 5.8749929 | 0.2452594 | 1.4619473 | 2.0397257 | 0.5752224 | 0.2452594 | 0.5262272 | 0.4617200 | 0.4192766 | 1.7934372 | 0.3051096 | 0.3051096 | 0.0015947 | 546 | 0 | 1 | 0 |
| 1.398934 | 103.7491 | 689527 | 830000 | 108 | 15 | 17.1035734 | 0.2342578 | 2.1708136 | 5.9353194 | 5.2264861 | 0.3434398 | 0.2482564 | 1.0723749 | 0.3196948 | 6.7481921 | 0.3316376 | 0.3316376 | 0.1326475 | 553 | 1 | 0 | 1 |
| 1.398909 | 103.7491 | 689528 | 849000 | 108 | 15 | 17.1012903 | 0.2354308 | 2.1680586 | 5.9370564 | 5.2288091 | 0.3435129 | 0.2468446 | 1.0696128 | 0.3175856 | 6.7459628 | 0.3302149 | 0.3302149 | 0.1345441 | 553 | 1 | 0 | 1 |
| 1.398931 | 103.7491 | 689529 | 928000 | 117 | 15 | 17.1052605 | 0.2316029 | 2.1712522 | 5.9375770 | 5.2280666 | 0.3405287 | 0.2457738 | 1.0727588 | 0.3216160 | 6.7464727 | 0.3291589 | 0.3291589 | 0.1347889 | 553 | 1 | 0 | 1 |
| 1.345232 | 103.9465 | 521119 | 840000 | 158 | 0 | 12.5797400 | 0.1443490 | 0.2780479 | 6.6775871 | 0.2187163 | 0.1652865 | 0.8102306 | 1.0876179 | 0.5770821 | 0.5770821 | 0.7642217 | 0.1304722 | 0.0581290 | 560 | 0 | 0 | 0 |
| 1.344677 | 103.9478 | 521120 | 950000 | 158 | 0 | 12.6601623 | 0.1820397 | 0.4078433 | 6.7707314 | 0.3644301 | 0.2877736 | 0.6639268 | 0.9400161 | 0.6048413 | 0.7018272 | 0.6167975 | 0.2767867 | 0.1237179 | 560 | 0 | 0 | 0 |
| 1.345224 | 103.9479 | 521123 | 906500 | 156 | 0 | 12.7096512 | 0.1285463 | 0.3806401 | 6.8155569 | 0.3715445 | 0.2585790 | 0.6635838 | 0.9530394 | 0.5507524 | 0.6669928 | 0.6214450 | 0.2835703 | 0.1086176 | 560 | 0 | 0 | 0 |
| 1.344108 | 103.9486 | 521128 | 890000 | 154 | 0 | 12.7033111 | 0.2103040 | 0.5157386 | 6.8250257 | 0.4703538 | 0.3728810 | 0.5614641 | 0.8308110 | 0.5667262 | 0.8068398 | 0.5114831 | 0.3837509 | 0.2324554 | 560 | 0 | 0 | 0 |
| 1.344049 | 103.9478 | 521129 | 875000 | 155 | 0 | 12.6285034 | 0.2518899 | 0.4655423 | 6.7462671 | 0.3961463 | 0.3021189 | 0.6427773 | 0.9033793 | 0.6188375 | 0.7625202 | 0.5909034 | 0.3118898 | 0.1840869 | 560 | 0 | 0 | 0 |
| 1.344246 | 103.9472 | 521131 | 920500 | 157 | 0 | 12.5858775 | 0.2296567 | 0.4112975 | 6.6979826 | 0.3292595 | 0.2349406 | 0.7095542 | 0.9706620 | 0.6797447 | 0.7100892 | 0.6582264 | 0.2461247 | 0.1409773 | 560 | 0 | 0 | 0 |
| 1.345149 | 103.9461 | 521134 | 872500 | 160 | 0 | 12.5284370 | 0.1481906 | 0.2635725 | 6.6242964 | 0.1679697 | 0.1113942 | 0.8605535 | 1.1325563 | 0.5607491 | 0.5607491 | 0.8130198 | 0.0813995 | 0.1121479 | 560 | 0 | 0 | 0 |
| 1.301253 | 103.8979 | 439957 | 1900000 | 135 | 5 | 5.5116475 | 0.1808658 | 1.2093985 | 1.9414407 | 0.9492102 | 0.4451975 | 0.2397528 | 0.1344330 | 0.5381205 | 1.5370656 | 0.6270529 | 0.6270529 | 0.1694384 | 562 | 0 | 1 | 0 |
| 1.301368 | 103.8988 | 439958 | 1797500 | 124 | 5 | 5.6111380 | 0.2253966 | 1.2859268 | 1.9600395 | 0.8470586 | 0.3631795 | 0.3006109 | 0.2096830 | 0.4788640 | 1.6012045 | 0.5317298 | 0.5317298 | 0.1092424 | 562 | 0 | 1 | 0 |
| 1.301388 | 103.8983 | 439972 | 2260000 | 121 | 5 | 5.5631040 | 0.2297518 | 1.2413305 | 1.9415749 | 0.8984589 | 0.3981887 | 0.2738323 | 0.1741797 | 0.4999483 | 1.5617801 | 0.5762978 | 0.5762978 | 0.1265773 | 562 | 0 | 1 | 0 |
| 1.301402 | 103.8986 | 439974 | 2130000 | 123 | 5 | 5.5960268 | 0.2285630 | 1.2692123 | 1.9508249 | 0.8639849 | 0.3723270 | 0.2933345 | 0.1989876 | 0.4826977 | 1.5858056 | 0.5450990 | 0.5450990 | 0.1098380 | 562 | 0 | 1 | 0 |
| 1.351872 | 103.7593 | 659920 | 955000 | 103 | 10 | 12.7286135 | 0.2083161 | 0.7084334 | 2.8112031 | 2.3149388 | 0.2629514 | 1.1355713 | 0.4324584 | 0.6199473 | 4.5379788 | 1.1599768 | 0.5053810 | 0.0295960 | 572 | 1 | 0 | 1 |
| 1.351574 | 103.7577 | 659921 | 920000 | 84 | 10 | 12.8542012 | 0.1983957 | 0.5403362 | 2.6683053 | 2.3937980 | 0.1870913 | 0.9687368 | 0.5612932 | 0.4807459 | 4.3558071 | 0.9777378 | 0.4127272 | 0.1343288 | 572 | 1 | 0 | 1 |
| 1.375516 | 103.8468 | 567741 | 1207500 | 113 | 10 | 10.1741593 | 0.3522092 | 0.6000070 | 7.0137806 | 0.3720834 | 0.5633200 | 0.6788534 | 0.4633766 | 0.4117933 | 1.0501363 | 0.4320912 | 0.4550076 | 0.1466115 | 579 | 0 | 0 | 1 |
| 1.375445 | 103.8470 | 567743 | 1450000 | 132 | 10 | 10.1650733 | 0.3285453 | 0.6021261 | 6.9959908 | 0.3670174 | 0.5603180 | 0.6613506 | 0.4835991 | 0.4373415 | 1.0258523 | 0.4188139 | 0.4458349 | 0.1230343 | 579 | 0 | 0 | 1 |
| 1.375455 | 103.8473 | 567744 | 1230000 | 114 | 10 | 10.1643995 | 0.2906720 | 0.6194467 | 6.9620344 | 0.3755600 | 0.5707900 | 0.6476377 | 0.5199636 | 0.4740149 | 0.9878911 | 0.4138141 | 0.4475341 | 0.0997577 | 579 | 0 | 0 | 1 |
| 1.375622 | 103.8475 | 567745 | 1168000 | 114 | 10 | 10.1822325 | 0.2743386 | 0.6427890 | 6.9400317 | 0.3973178 | 0.5928321 | 0.6597615 | 0.5400774 | 0.4850675 | 0.9727747 | 0.4308067 | 0.4670981 | 0.1100891 | 579 | 0 | 0 | 1 |
| 1.376220 | 103.8474 | 567746 | 1405000 | 132 | 10 | 10.2489801 | 0.2897008 | 0.6980160 | 6.9180459 | 0.4592839 | 0.6538865 | 0.6920899 | 0.5560030 | 0.4674774 | 0.9856517 | 0.4977877 | 0.5325366 | 0.1587513 | 579 | 0 | 0 | 1 |
| 1.376455 | 103.8472 | 567747 | 1225000 | 117 | 10 | 10.2759875 | 0.3162498 | 0.7137098 | 6.9248180 | 0.4810200 | 0.6743522 | 0.6596356 | 0.5492878 | 0.4458678 | 1.0090194 | 0.5259467 | 0.5578073 | 0.1253993 | 579 | 0 | 0 | 1 |
| 1.376487 | 103.8469 | 567748 | 1212544 | 114 | 10 | 10.2807918 | 0.3427786 | 0.7076445 | 6.9467059 | 0.4811202 | 0.6727552 | 0.6461997 | 0.5281972 | 0.4194558 | 1.0357246 | 0.5333432 | 0.5615409 | 0.1045554 | 579 | 0 | 0 | 1 |
| 1.376517 | 103.8467 | 567749 | 1290000 | 114 | 10 | 10.2857230 | 0.3745814 | 0.7007050 | 6.9735798 | 0.4822583 | 0.6712934 | 0.6320242 | 0.5029520 | 0.3876285 | 1.0678364 | 0.5429494 | 0.5667367 | 0.0763284 | 579 | 0 | 0 | 1 |
| 1.337439 | 103.8466 | 319581 | 1388444 | 105 | 4 | 5.9613315 | 0.2163573 | 0.5020816 | 5.5994339 | 0.2152207 | 0.1888967 | 0.3589688 | 0.7771187 | 0.1407161 | 0.9201714 | 0.7301843 | 0.4952265 | 0.1254469 | 590 | 0 | 0 | 1 |
| 1.337797 | 103.8466 | 319582 | 1635000 | 168 | 4 | 6.0005309 | 0.2180266 | 0.5367341 | 5.6113172 | 0.2090004 | 0.1605948 | 0.3192926 | 0.8153198 | 0.1354410 | 0.9175741 | 0.7217690 | 0.5343001 | 0.1549467 | 590 | 0 | 0 | 1 |
| 1.338108 | 103.8471 | 319583 | 1590000 | 119 | 4 | 6.0296923 | 0.1725879 | 0.5244353 | 5.5684037 | 0.2632963 | 0.0906438 | 0.2923149 | 0.8402820 | 0.0880391 | 0.8587154 | 0.6579854 | 0.5662223 | 0.1264201 | 590 | 0 | 0 | 1 |
| 1.374059 | 103.7663 | 679668 | 1380000 | 154 | 23 | 13.7755690 | 0.1485301 | 0.5837144 | 5.2692466 | 3.9881365 | 0.5098750 | 0.5448107 | 0.4006464 | 0.3520098 | 6.1148210 | 0.6976435 | 0.6976435 | 0.3058906 | 596 | 1 | 0 | 0 |
| 1.374717 | 103.7670 | 679670 | 1395000 | 154 | 23 | 13.7729728 | 0.1481793 | 0.4748111 | 5.3735643 | 4.0375723 | 0.4101055 | 0.6431738 | 0.3866788 | 0.3169247 | 6.2220208 | 0.6649867 | 0.6649867 | 0.2758678 | 596 | 1 | 0 | 0 |
| 1.374068 | 103.7677 | 679672 | 1202500 | 114 | 23 | 13.6730888 | 0.0691450 | 0.4717624 | 5.3481301 | 3.9510101 | 0.4614506 | 0.6133427 | 0.2868010 | 0.2182874 | 6.2457767 | 0.7619391 | 0.7059912 | 0.2635301 | 596 | 1 | 0 | 0 |
| 1.373673 | 103.7680 | 679674 | 1400000 | 154 | 23 | 13.6146255 | 0.0608286 | 0.4821348 | 5.3316626 | 3.8994107 | 0.5002049 | 0.6004732 | 0.2284692 | 0.1619661 | 6.2579795 | 0.8194983 | 0.7082570 | 0.2333362 | 596 | 1 | 0 | 0 |
| 1.373055 | 103.7682 | 679656 | 1300000 | 114 | 25 | 13.5477402 | 0.0928103 | 0.5276739 | 5.2873431 | 3.8270522 | 0.5196774 | 0.5655583 | 0.1663825 | 0.1159702 | 6.2464591 | 0.8909023 | 0.7434284 | 0.1754776 | 596 | 1 | 0 | 0 |
| 1.372762 | 103.7670 | 679662 | 1219000 | 114 | 25 | 13.6179860 | 0.0959058 | 0.6300597 | 5.1863762 | 3.8288458 | 0.5634360 | 0.4522731 | 0.2640464 | 0.2526163 | 6.1109596 | 0.8596884 | 0.8588653 | 0.1425497 | 596 | 1 | 0 | 0 |
| 1.373109 | 103.7667 | 679664 | 1520000 | 154 | 25 | 13.6688879 | 0.0975283 | 0.6222745 | 5.2015313 | 3.8748000 | 0.5907858 | 0.4669498 | 0.3139164 | 0.2859089 | 6.1004939 | 0.8117502 | 0.8117502 | 0.1923609 | 596 | 1 | 0 | 0 |
| 1.373611 | 103.7664 | 679666 | 1408000 | 154 | 25 | 13.7310940 | 0.1219566 | 0.6058205 | 5.2327502 | 3.9369743 | 0.5498335 | 0.5029963 | 0.3738871 | 0.3257073 | 6.1004441 | 0.7485430 | 0.7485430 | 0.2564492 | 596 | 1 | 0 | 0 |
| 1.347005 | 103.9596 | 528801 | 890000 | 105 | 11 | 13.9207191 | 0.1751165 | 0.6103968 | 8.0755459 | 1.6720653 | 0.4278215 | 0.6299489 | 0.1314419 | 0.7604372 | 1.6525446 | 0.8710104 | 0.7623235 | 0.1830455 | 598 | 0 | 0 | 1 |
| 1.347338 | 103.9596 | 528802 | 1065000 | 117 | 11 | 13.9426894 | 0.2109315 | 0.6470201 | 8.0938765 | 1.6796861 | 0.4588827 | 0.6638266 | 0.1595488 | 0.7242677 | 1.6299809 | 0.8945364 | 0.7252054 | 0.1824950 | 598 | 0 | 0 | 1 |
| 1.348227 | 103.9592 | 528803 | 1705000 | 139 | 11 | 13.9541438 | 0.2426989 | 0.7334963 | 8.0931071 | 1.6494040 | 0.5012144 | 0.7714997 | 0.2675694 | 0.6506876 | 1.5305543 | 0.9191067 | 0.6369645 | 0.1674206 | 598 | 0 | 0 | 1 |
| 1.347579 | 103.9593 | 528804 | 860000 | 117 | 11 | 13.9227103 | 0.2273847 | 0.6639818 | 8.0691324 | 1.6443812 | 0.5000018 | 0.7016271 | 0.2032045 | 0.7135174 | 1.5833428 | 0.8785419 | 0.7057394 | 0.1455284 | 598 | 0 | 0 | 1 |
| 1.348375 | 103.9592 | 528805 | 980000 | 119 | 11 | 13.9589121 | 0.2404303 | 0.7333500 | 8.0960647 | 1.6481837 | 0.4865795 | 0.7884138 | 0.2840873 | 0.6379142 | 1.5165634 | 0.9267782 | 0.6220726 | 0.1740245 | 598 | 0 | 0 | 1 |
| 1.348665 | 103.9592 | 528807 | 1057500 | 117 | 11 | 13.9786644 | 0.2510151 | 0.7049155 | 8.1129203 | 1.6581150 | 0.4673237 | 0.8178591 | 0.3115267 | 0.6076690 | 1.4985598 | 0.9512905 | 0.5899913 | 0.1988359 | 598 | 0 | 0 | 1 |
| 1.349184 | 103.9599 | 528808 | 1050000 | 117 | 11 | 14.0711725 | 0.2596397 | 0.6157692 | 8.2036556 | 1.7420868 | 0.4925657 | 0.8552433 | 0.3466155 | 0.5235713 | 1.5205398 | 1.0442146 | 0.5185056 | 0.2914224 | 598 | 0 | 0 | 1 |
| 1.348701 | 103.9606 | 528811 | 1100000 | 137 | 11 | 14.1111470 | 0.2854994 | 0.6242774 | 8.2526721 | 1.8077781 | 0.5716536 | 0.7897367 | 0.2819580 | 0.5483966 | 1.6154873 | 1.0696116 | 0.5661054 | 0.3246363 | 598 | 0 | 0 | 1 |
| 1.308493 | 103.8629 | 208741 | 3050000 | 299 | 8 | 3.0098560 | 0.0481830 | 0.2011665 | 3.5104064 | 0.3349064 | 0.2002858 | 0.1405288 | 0.4016075 | 0.8244628 | 2.4381084 | 0.6828020 | 0.1038202 | 0.1061045 | 600 | 0 | 0 | 1 |
| 1.309416 | 103.8632 | 208745 | 1395000 | 86 | 8 | 3.1142987 | 0.1037988 | 0.2803529 | 3.4543706 | 0.4271093 | 0.2480337 | 0.2443575 | 0.4694675 | 0.9111188 | 2.4599162 | 0.7611252 | 0.1677654 | 0.0465457 | 600 | 0 | 0 | 1 |
| 1.309216 | 103.8629 | 208747 | 1155000 | 63 | 8 | 3.0820674 | 0.0683501 | 0.2439723 | 3.4883537 | 0.4120331 | 0.2128643 | 0.2207419 | 0.4333470 | 0.8747595 | 2.4751976 | 0.7408771 | 0.1313084 | 0.0701771 | 600 | 0 | 0 | 1 |
| 1.308493 | 103.8629 | 208749 | 1125000 | 63 | 8 | 3.0098560 | 0.0481830 | 0.2011665 | 3.5104064 | 0.3349064 | 0.2002858 | 0.1405288 | 0.4016075 | 0.8244628 | 2.4381084 | 0.6828020 | 0.1038202 | 0.1061045 | 600 | 0 | 0 | 1 |
| 1.308488 | 103.8634 | 208766 | 1900000 | 122 | 8 | 3.0321244 | 0.0975058 | 0.2501277 | 3.4602907 | 0.3212498 | 0.2530947 | 0.1491967 | 0.4516490 | 0.8664985 | 2.3903688 | 0.6637917 | 0.1566146 | 0.0829565 | 600 | 0 | 0 | 1 |
| 1.294255 | 103.8408 | 238307 | 2085444 | 82 | 17 | 1.6493584 | 0.1445491 | 0.7710934 | 2.5384398 | 0.6750462 | 1.0869645 | 0.4535413 | 0.4769388 | 0.5024453 | 2.8090311 | 0.2680793 | 0.3140981 | 0.1738483 | 606 | 1 | 0 | 0 |
| 1.294825 | 103.8401 | 238309 | 1952900 | 123 | 17 | 1.7485547 | 0.2188608 | 0.8294324 | 2.6354635 | 0.7318193 | 1.1081124 | 0.5490251 | 0.5693825 | 0.4364122 | 2.8076167 | 0.3602970 | 0.3438385 | 0.1203945 | 606 | 1 | 0 | 0 |
| 1.410528 | 103.8305 | 769133 | 700000 | 55 | 2 | 14.2377562 | 0.6592679 | 2.1698019 | 5.7157696 | 2.3411433 | 0.7380181 | 0.8063121 | 0.1968260 | 0.7766464 | 3.2597034 | 2.2034304 | 0.7900959 | 0.2085488 | 608 | 0 | 0 | 1 |
| 1.410959 | 103.8308 | 769134 | 965000 | 104 | 2 | 14.2797012 | 0.6027375 | 2.1280969 | 5.7189622 | 2.2970271 | 0.6807828 | 0.7505683 | 0.1894937 | 0.7306837 | 3.2045993 | 2.1485120 | 0.7327912 | 0.2070877 | 608 | 0 | 0 | 1 |
| 1.410547 | 103.8311 | 769135 | 908000 | 86 | 2 | 14.2286048 | 0.6108339 | 2.1747617 | 5.7743982 | 2.3469179 | 0.7065545 | 0.7834438 | 0.1335298 | 0.7799034 | 3.2379180 | 2.1825990 | 0.7458817 | 0.2542736 | 608 | 0 | 0 | 1 |
| 1.410547 | 103.8311 | 769136 | 1119000 | 121 | 2 | 14.2286048 | 0.6108339 | 2.1747617 | 5.7743982 | 2.3469179 | 0.7065545 | 0.7834438 | 0.1335298 | 0.7799034 | 3.2379180 | 2.1825990 | 0.7458817 | 0.2542736 | 608 | 0 | 0 | 1 |
| 1.410667 | 103.8318 | 769137 | 1320000 | 142 | 2 | 14.2305743 | 0.5566365 | 2.1588523 | 5.8291662 | 2.3439618 | 0.6695580 | 0.7548999 | 0.0896236 | 0.7787374 | 3.2062114 | 2.1524985 | 0.6952847 | 0.2594901 | 608 | 0 | 0 | 1 |
| 1.410921 | 103.8321 | 769138 | 940000 | 93 | 2 | 14.2518381 | 0.5089573 | 2.1302155 | 5.8525831 | 2.3234633 | 0.6278433 | 0.7205450 | 0.1050871 | 0.7619577 | 3.1681083 | 2.1155513 | 0.6489912 | 0.2553360 | 608 | 0 | 0 | 1 |
| 1.410957 | 103.8324 | 769139 | 1320000 | 121 | 2 | 14.2510747 | 0.4889772 | 2.1264463 | 5.8779665 | 2.3253669 | 0.6023015 | 0.7133566 | 0.1127503 | 0.7674082 | 3.1566841 | 2.1052600 | 0.6304871 | 0.2712188 | 608 | 0 | 0 | 1 |
| 1.413201 | 103.8356 | 768446 | 1019000 | 161 | 21 | 14.4501182 | 0.1505717 | 1.9158935 | 6.0737776 | 2.1841985 | 0.1899067 | 0.5478851 | 0.5224970 | 0.4882233 | 2.8461047 | 1.8165914 | 0.3177312 | 0.1118249 | 615 | 1 | 0 | 1 |
| 1.413409 | 103.8361 | 768447 | 840000 | 89 | 21 | 14.4659851 | 0.1223580 | 1.9060117 | 6.1166482 | 2.1850519 | 0.1514635 | 0.5633427 | 0.5814961 | 0.4312391 | 2.8157368 | 1.7925222 | 0.3129512 | 0.1716519 | 615 | 1 | 0 | 1 |
| 1.413228 | 103.8366 | 768448 | 767500 | 89 | 21 | 14.4395752 | 0.1584871 | 1.9390664 | 6.1755244 | 2.2257611 | 0.1742830 | 0.6146334 | 0.6125443 | 0.4130861 | 2.8297090 | 1.8134144 | 0.3557441 | 0.1503260 | 615 | 1 | 0 | 1 |
| 1.412811 | 103.8367 | 768449 | 807000 | 91 | 21 | 14.3922917 | 0.2052632 | 1.9867522 | 6.2059267 | 2.2727206 | 0.2219535 | 0.6572570 | 0.5962686 | 0.4464666 | 2.8746683 | 1.8600326 | 0.4018340 | 0.1315458 | 615 | 1 | 0 | 1 |
| 1.412370 | 103.8351 | 768451 | 787500 | 109 | 21 | 14.3654974 | 0.2560518 | 1.9965296 | 6.0653036 | 2.2514745 | 0.2968888 | 0.6036890 | 0.4201390 | 0.5930847 | 2.9453124 | 1.9112842 | 0.4037102 | 0.1105115 | 615 | 1 | 0 | 1 |
| 1.412840 | 103.8348 | 768452 | 775000 | 81 | 21 | 14.4213744 | 0.2136953 | 1.9398905 | 6.0128173 | 2.1915594 | 0.2698958 | 0.5430036 | 0.4322879 | 0.5794633 | 2.8989492 | 1.8615225 | 0.3523472 | 0.0490871 | 615 | 1 | 0 | 1 |
| 1.306822 | 103.8881 | 399941 | 1350000 | 45 | 2 | 4.8010590 | 0.3756800 | 0.1439716 | 1.3626347 | 0.2964781 | 0.2964776 | 0.1640924 | 0.3820455 | 0.4767234 | 0.4767234 | 1.1611336 | 0.3958780 | 0.1592005 | 616 | 0 | 0 | 1 |
| 1.306802 | 103.8882 | 399942 | 1660000 | 105 | 2 | 4.8135611 | 0.3899681 | 0.1334445 | 1.3582693 | 0.3117315 | 0.3117309 | 0.1650686 | 0.3794481 | 0.4788298 | 0.4788298 | 1.1525964 | 0.4118614 | 0.1581054 | 616 | 0 | 0 | 1 |
| 1.306958 | 103.8880 | 399944 | 1760000 | 106 | 2 | 4.8058103 | 0.3636428 | 0.1381153 | 1.3504043 | 0.2860617 | 0.2860611 | 0.1497134 | 0.3973099 | 0.4617447 | 0.4617447 | 1.1520837 | 0.3875730 | 0.1457653 | 616 | 0 | 0 | 1 |
| 1.306930 | 103.8890 | 399945 | 1955000 | 146 | 2 | 4.8951863 | 0.4540806 | 0.0795297 | 1.3130574 | 0.3858486 | 0.3858481 | 0.1717762 | 0.4031159 | 0.4734369 | 0.4734369 | 1.0880729 | 0.4916698 | 0.1552569 | 616 | 0 | 0 | 1 |
| 1.307084 | 103.8888 | 399946 | 1940000 | 106 | 2 | 4.8863887 | 0.4301191 | 0.0685259 | 1.3043494 | 0.3606081 | 0.3606076 | 0.1471871 | 0.4159876 | 0.4530224 | 0.4530224 | 1.0869023 | 0.4675723 | 0.1318080 | 616 | 0 | 0 | 1 |
| 1.307142 | 103.8897 | 399948 | 1328000 | 45 | 2 | 4.9792584 | 0.3673805 | 0.0940407 | 1.2643648 | 0.4598041 | 0.4598036 | 0.2095376 | 0.4507647 | 0.4746584 | 0.4746584 | 1.0209464 | 0.5694517 | 0.1878919 | 616 | 0 | 0 | 1 |
| 1.359260 | 103.8454 | 573973 | 1855000 | 113 | 4 | 8.3846573 | 0.1841671 | 0.6597838 | 7.0001400 | 0.5906274 | 0.1946673 | 0.9923515 | 0.3243163 | 0.8901119 | 1.1470191 | 1.0557071 | 0.2264062 | 0.1278880 | 616 | 0 | 0 | 1 |
| 1.359985 | 103.8462 | 573975 | 1694444 | 147 | 4 | 8.4578863 | 0.1402322 | 0.6390750 | 6.9829967 | 0.4755355 | 0.2650813 | 1.0454732 | 0.2029535 | 0.7686589 | 1.1292356 | 1.0243951 | 0.3492699 | 0.2436833 | 616 | 0 | 0 | 1 |
| 1.296835 | 103.7654 | 128045 | 1206000 | 107 | 10 | 9.6804309 | 0.6429147 | 0.9227530 | 4.7801815 | 0.7849887 | 0.6711450 | 2.0446340 | 0.2806301 | 1.9912805 | 3.0453797 | 0.7609094 | 0.6587935 | 0.1603526 | 616 | 1 | 0 | 1 |
| 1.296907 | 103.7651 | 128046 | 1230000 | 108 | 10 | 9.7158436 | 0.6375027 | 0.9191754 | 4.7548705 | 0.7720310 | 0.6662870 | 2.0364309 | 0.2500295 | 1.9680599 | 3.0633606 | 0.7579288 | 0.6421168 | 0.1580709 | 616 | 1 | 0 | 1 |
| 1.297009 | 103.7653 | 128047 | 1260000 | 108 | 10 | 9.6983791 | 0.6274803 | 0.9053467 | 4.7557043 | 0.7635008 | 0.6530514 | 2.0251629 | 0.2720955 | 1.9670660 | 3.0418074 | 0.7437650 | 0.6360393 | 0.1734955 | 616 | 1 | 0 | 1 |
| 1.297224 | 103.7649 | 128048 | 1045000 | 107 | 10 | 9.7483975 | 0.6015560 | 0.8889574 | 4.7103967 | 0.7340488 | 0.6353282 | 2.0015147 | 0.2395519 | 1.9241465 | 3.0573178 | 0.7285569 | 0.6017242 | 0.1698150 | 616 | 1 | 0 | 1 |
| 1.297656 | 103.7649 | 128049 | 1015000 | 86 | 10 | 9.7494959 | 0.5537121 | 0.8406744 | 4.6733450 | 0.6870110 | 0.5870115 | 1.9534978 | 0.2715613 | 1.8846131 | 3.0188381 | 0.6803753 | 0.5563503 | 0.1429159 | 616 | 1 | 0 | 1 |
| 1.303614 | 103.7842 | 138678 | 1382500 | 112 | 15 | 7.7960908 | 0.5598096 | 0.7934880 | 5.6999758 | 0.9334908 | 0.1558736 | 0.5826540 | 0.6896148 | 0.3649425 | 1.4708323 | 0.5010886 | 0.2649957 | 0.1904295 | 618 | 1 | 0 | 1 |
| 1.304632 | 103.7836 | 138679 | 1382000 | 90 | 15 | 7.8949446 | 0.4898982 | 0.7264602 | 5.5784538 | 0.8753608 | 0.1853249 | 0.7152395 | 0.7561889 | 0.4974513 | 1.3592751 | 0.5400753 | 0.1835680 | 0.2244921 | 618 | 1 | 0 | 1 |
| 1.304441 | 103.7843 | 138680 | 1370000 | 90 | 15 | 7.8128077 | 0.5673487 | 0.7060896 | 5.6559392 | 0.8489641 | 0.2144758 | 0.6574611 | 0.6759965 | 0.4433973 | 1.3791765 | 0.4652540 | 0.2609506 | 0.2630029 | 618 | 1 | 0 | 1 |
| 1.319788 | 103.7778 | 597625 | 2650000 | 297 | 37 | 9.1136433 | 0.1725463 | 0.9732441 | 4.2179429 | 0.9836365 | 0.6915185 | 0.9443225 | 0.5930580 | 0.7777828 | 0.7777828 | 1.5999305 | 0.9100520 | 0.0995218 | 623 | 1 | 1 | 0 |
| 1.319938 | 103.7796 | 597627 | 1655000 | 167 | 37 | 8.9424551 | 0.0285251 | 1.1729119 | 4.3992536 | 1.1565528 | 0.6642537 | 0.9612872 | 0.5040761 | 0.6116569 | 0.6116569 | 1.7568840 | 0.7505587 | 0.0949888 | 623 | 1 | 1 | 0 |
| 1.318799 | 103.7790 | 597628 | 1665000 | 153 | 37 | 8.9408700 | 0.0680427 | 1.1104716 | 4.3868448 | 1.0410396 | 0.5469502 | 0.8305794 | 0.4210210 | 0.6072828 | 0.6072828 | 1.6904801 | 0.7751152 | 0.2090888 | 623 | 1 | 1 | 0 |
| 1.318310 | 103.7777 | 597630 | 2100000 | 194 | 37 | 9.0505402 | 0.1332952 | 0.9675173 | 4.2708666 | 0.8861506 | 0.5452461 | 0.7824438 | 0.4862192 | 0.7328661 | 0.7328661 | 1.5447527 | 0.8116227 | 0.1079923 | 623 | 1 | 1 | 0 |
| 1.381145 | 103.8942 | 544985 | 1055000 | 97 | 6 | 11.7866617 | 0.1983444 | 0.2672983 | 2.8235667 | 2.6089875 | 0.1374771 | 0.2134666 | 0.6822704 | 0.2730640 | 2.3445792 | 0.9678130 | 0.0825469 | 0.2572867 | 625 | 0 | 0 | 1 |
| 1.381066 | 103.8939 | 544986 | 1010700 | 99 | 6 | 11.7667996 | 0.2134197 | 0.2889729 | 2.8415207 | 2.5906933 | 0.1561080 | 0.1992054 | 0.6982150 | 0.3001904 | 2.3141027 | 0.9581547 | 0.0869237 | 0.2555729 | 625 | 0 | 0 | 1 |
| 1.380859 | 103.8938 | 544987 | 1142500 | 113 | 6 | 11.7391243 | 0.2403135 | 0.2950206 | 2.8686949 | 2.5635057 | 0.1840227 | 0.2077323 | 0.6962456 | 0.3157937 | 2.2898854 | 0.9350945 | 0.1115118 | 0.2738316 | 625 | 0 | 0 | 1 |
| 1.380633 | 103.8937 | 544988 | 1063000 | 127 | 6 | 11.7133440 | 0.2663153 | 0.2938218 | 2.8946680 | 2.5375315 | 0.2096103 | 0.2258265 | 0.6864782 | 0.2951144 | 2.2737984 | 0.9100645 | 0.1374439 | 0.2817292 | 625 | 0 | 0 | 1 |
| 1.380576 | 103.8935 | 544989 | 1128000 | 143 | 6 | 11.6980091 | 0.2805918 | 0.3152812 | 2.9086770 | 2.5236733 | 0.2263777 | 0.2215639 | 0.7020748 | 0.2997199 | 2.2493657 | 0.9042971 | 0.1498509 | 0.2671918 | 625 | 0 | 0 | 1 |
| 1.380506 | 103.8933 | 544990 | 940000 | 98 | 6 | 11.6813387 | 0.2975750 | 0.3370014 | 2.9242174 | 2.5085783 | 0.2457361 | 0.2213573 | 0.7174745 | 0.3050889 | 2.2242844 | 0.8977357 | 0.1663680 | 0.2527925 | 625 | 0 | 0 | 1 |
| 1.380485 | 103.8941 | 544992 | 1138000 | 106 | 6 | 11.7155455 | 0.2722722 | 0.2482724 | 2.8961822 | 2.5367965 | 0.2109580 | 0.2620797 | 0.6425099 | 0.2651596 | 2.3073293 | 0.8942268 | 0.1522250 | 0.2872445 | 625 | 0 | 0 | 1 |
| 1.380461 | 103.8943 | 544993 | 1145000 | 100 | 6 | 11.7232747 | 0.2722663 | 0.2234125 | 2.8907933 | 2.5432374 | 0.2093752 | 0.2791177 | 0.6212225 | 0.2566740 | 2.3296793 | 0.8928583 | 0.1594906 | 0.2993022 | 625 | 0 | 0 | 1 |
| 1.342916 | 103.7195 | 648305 | 1270000 | 47 | 1 | 16.0739313 | 0.2966217 | 0.3770316 | 2.7551528 | 0.7577357 | 0.2595553 | 0.1976989 | 0.3322583 | 0.3694598 | 0.3694598 | 1.5788288 | 0.8386260 | 0.1571996 | 629 | 0 | 0 | 1 |
| 1.342561 | 103.7197 | 648322 | 1892010 | 225 | 1 | 16.0378489 | 0.3414619 | 0.3412336 | 2.7195791 | 0.8002699 | 0.2146183 | 0.2164093 | 0.3036253 | 0.4125024 | 0.4125024 | 1.5915040 | 0.8591266 | 0.1890818 | 629 | 0 | 0 | 1 |
| 1.342561 | 103.7197 | 648324 | 1185000 | 99 | 1 | 16.0378489 | 0.3414619 | 0.3412336 | 2.7195791 | 0.8002699 | 0.2146183 | 0.2164093 | 0.3036253 | 0.4125024 | 0.4125024 | 1.5915040 | 0.8591266 | 0.1890818 | 629 | 0 | 0 | 1 |
| 1.344547 | 103.7182 | 649811 | 982888 | 100 | 17 | 16.2851033 | 0.0641997 | 0.3996579 | 2.9664084 | 0.5677971 | 0.3345095 | 0.2849125 | 0.4983777 | 0.1991896 | 0.1991896 | 1.4905188 | 0.6319733 | 0.1320516 | 638 | 1 | 0 | 1 |
| 1.344294 | 103.7178 | 649812 | 1095000 | 141 | 17 | 16.3074543 | 0.0891154 | 0.3783002 | 2.9883626 | 0.5713435 | 0.3810237 | 0.3200739 | 0.4755702 | 0.2409209 | 0.2409209 | 1.4456720 | 0.6058278 | 0.1674266 | 638 | 1 | 0 | 1 |
| 1.344069 | 103.7174 | 649813 | 1027500 | 116 | 18 | 16.3456443 | 0.1315430 | 0.3470913 | 3.0266408 | 0.5247655 | 0.4364961 | 0.3735652 | 0.4636519 | 0.2907449 | 0.2907449 | 1.3871316 | 0.5665356 | 0.1281311 | 638 | 1 | 0 | 1 |
| 1.344080 | 103.7170 | 649814 | 1040500 | 118 | 18 | 16.3878361 | 0.1589318 | 0.3108374 | 3.0690096 | 0.4802977 | 0.4264402 | 0.4191113 | 0.4748398 | 0.3188472 | 0.3188472 | 1.3451122 | 0.5249177 | 0.0885579 | 638 | 1 | 0 | 1 |
| 1.344882 | 103.7170 | 649816 | 1030584 | 116 | 18 | 16.4169627 | 0.1074799 | 0.2677316 | 3.0980213 | 0.4727356 | 0.3401823 | 0.4169265 | 0.5609788 | 0.2541556 | 0.2541556 | 1.3879414 | 0.4987870 | 0.0847618 | 638 | 1 | 0 | 1 |
| 1.371327 | 103.9438 | 518190 | 2000000 | 233 | 2 | 14.1298515 | 0.3370252 | 1.3071314 | 5.9463548 | 2.8513801 | 0.3405880 | 0.6330668 | 0.3169574 | 0.4254417 | 1.6518954 | 0.6753043 | 0.5397151 | 0.2674031 | 644 | 0 | 0 | 1 |
| 1.370941 | 103.9444 | 518192 | 1365000 | 110 | 2 | 14.1490274 | 0.3170069 | 1.2525217 | 6.0249844 | 2.8071806 | 0.3098096 | 0.5852481 | 0.3938524 | 0.4385179 | 1.5895670 | 0.6203962 | 0.4609853 | 0.2444683 | 644 | 0 | 0 | 1 |
| 1.371016 | 103.9448 | 518194 | 1100000 | 103 | 2 | 14.1874343 | 0.2830032 | 1.2541286 | 6.0545332 | 2.8154709 | 0.2715233 | 0.5409125 | 0.4334373 | 0.4185878 | 1.5840545 | 0.5751006 | 0.4328120 | 0.2081753 | 644 | 0 | 0 | 1 |
| 1.371444 | 103.9446 | 518211 | 800000 | 69 | 2 | 14.2025007 | 0.2617512 | 1.3044715 | 6.0062652 | 2.8629391 | 0.2589492 | 0.5457910 | 0.3983189 | 0.3789098 | 1.6364396 | 0.5869441 | 0.4831233 | 0.1921222 | 644 | 0 | 0 | 1 |
| 1.371892 | 103.9443 | 518212 | 1270000 | 114 | 2 | 14.2112584 | 0.2582576 | 1.3588356 | 5.9482311 | 2.9128223 | 0.2662864 | 0.5659000 | 0.3565005 | 0.3455826 | 1.6941453 | 0.6138750 | 0.5429473 | 0.1996321 | 644 | 0 | 0 | 1 |
| 1.371852 | 103.9441 | 518213 | 840000 | 74 | 2 | 14.1904267 | 0.2815846 | 1.3586876 | 5.9318326 | 2.9088186 | 0.2907334 | 0.5907600 | 0.3326018 | 0.3607747 | 1.6975200 | 0.6386883 | 0.5568973 | 0.2144989 | 644 | 0 | 0 | 1 |
| 1.352100 | 103.7567 | 659801 | 851500 | 108 | 16 | 12.9765315 | 0.2014507 | 0.5008475 | 2.6460693 | 2.3168666 | 0.0921231 | 0.8888454 | 0.5879884 | 0.3590373 | 4.2567940 | 0.8881159 | 0.4668994 | 0.0813956 | 645 | 1 | 0 | 1 |
| 1.352244 | 103.7564 | 659802 | 900000 | 95 | 16 | 13.0117986 | 0.1785447 | 0.4935664 | 2.6396424 | 2.2945246 | 0.0795376 | 0.8667806 | 0.5690704 | 0.3242741 | 4.2277485 | 0.8629637 | 0.4864625 | 0.0939864 | 645 | 1 | 0 | 1 |
| 1.353074 | 103.7562 | 659804 | 869444 | 95 | 16 | 13.0886316 | 0.2180223 | 0.5563697 | 2.6978213 | 2.3097719 | 0.1578217 | 0.8024766 | 0.4757788 | 0.2482846 | 4.2154472 | 0.8722627 | 0.5818938 | 0.0986265 | 645 | 1 | 0 | 1 |
| 1.340489 | 103.9568 | 528715 | 1050000 | 87 | 3 | 13.2977616 | 0.2430606 | 0.1966318 | 7.5231823 | 1.4709062 | 0.4113121 | 0.4666464 | 0.1803137 | 0.5578242 | 1.7564079 | 0.4976502 | 0.5122571 | 0.0876054 | 646 | 0 | 0 | 1 |
| 1.340216 | 103.9570 | 528716 | 1350000 | 127 | 3 | 13.2986363 | 0.2084284 | 0.2079670 | 7.5294258 | 1.4986269 | 0.4437137 | 0.4990248 | 0.1929709 | 0.5738363 | 1.7881211 | 0.5282564 | 0.5415653 | 0.1133924 | 646 | 0 | 0 | 1 |
| 1.339871 | 103.9570 | 528718 | 1380000 | 122 | 3 | 13.2890712 | 0.1696573 | 0.2349038 | 7.5259729 | 1.5229809 | 0.4830068 | 0.5249790 | 0.1615844 | 0.5841721 | 1.8186120 | 0.5576677 | 0.5690541 | 0.1510003 | 646 | 0 | 0 | 1 |
| 1.339756 | 103.9568 | 528719 | 1320000 | 122 | 3 | 13.2599868 | 0.1718838 | 0.2593859 | 7.4971072 | 1.5047807 | 0.4921446 | 0.5211766 | 0.1775939 | 0.5589499 | 1.8056664 | 0.5444899 | 0.5540803 | 0.1663250 | 646 | 0 | 0 | 1 |
| 1.339744 | 103.9566 | 528720 | 1580000 | 145 | 3 | 13.2363428 | 0.1871288 | 0.2755156 | 7.4720203 | 1.4819474 | 0.4913969 | 0.5041440 | 0.1842501 | 0.5331127 | 1.7860441 | 0.5251980 | 0.5335528 | 0.1740836 | 646 | 0 | 0 | 1 |
| 1.339946 | 103.9563 | 528721 | 1560000 | 170 | 3 | 13.2194280 | 0.2247067 | 0.2792387 | 7.4499054 | 1.4442081 | 0.4683148 | 0.4666941 | 0.1459987 | 0.5006072 | 1.7477952 | 0.4870314 | 0.4952601 | 0.1667598 | 646 | 0 | 0 | 1 |
| 1.341105 | 103.9566 | 529881 | 1060000 | 87 | 3 | 13.3078526 | 0.2685217 | 0.1804838 | 7.5222171 | 1.4219862 | 0.3407253 | 0.4062575 | 0.1617124 | 0.5414660 | 1.6962739 | 0.4429748 | 0.4614838 | 0.0568578 | 646 | 0 | 0 | 1 |
| 1.340932 | 103.9559 | 529883 | 1072500 | 93 | 3 | 13.2311053 | 0.3165914 | 0.2592139 | 7.4433649 | 1.3575922 | 0.3624349 | 0.3567275 | 0.0827811 | 0.4623138 | 1.6448772 | 0.3848481 | 0.3988239 | 0.1361280 | 646 | 0 | 0 | 1 |
| 1.340806 | 103.9557 | 529884 | 834444 | 86 | 3 | 13.2050685 | 0.3379562 | 0.2847199 | 7.4178860 | 1.3428018 | 0.3798696 | 0.3506674 | 0.0573763 | 0.4381865 | 1.6357082 | 0.3746060 | 0.3862400 | 0.1611180 | 646 | 0 | 0 | 1 |
| 1.340530 | 103.9560 | 529885 | 1060000 | 87 | 3 | 13.2211086 | 0.2948772 | 0.2661733 | 7.4403348 | 1.3870387 | 0.4052563 | 0.3968953 | 0.0909940 | 0.4689536 | 1.6819856 | 0.4208286 | 0.4318773 | 0.1423772 | 646 | 0 | 0 | 1 |
| 1.349669 | 103.9608 | 528779 | 1080000 | 115 | 10 | 14.1909497 | 0.1774574 | 0.5150045 | 8.3237223 | 1.8590680 | 0.5285336 | 0.8939090 | 0.3876629 | 0.4371824 | 1.5784748 | 1.1601292 | 0.4596137 | 0.2699959 | 648 | 1 | 0 | 1 |
| 1.349767 | 103.9617 | 528780 | 1067500 | 92 | 10 | 14.2771561 | 0.1856070 | 0.4694367 | 8.4135297 | 1.9528807 | 0.5277542 | 0.9029143 | 0.3314189 | 0.4132565 | 1.6527952 | 1.2392757 | 0.4643517 | 0.2668180 | 648 | 1 | 0 | 1 |
| 1.349730 | 103.9619 | 528781 | 1332500 | 190 | 10 | 14.2975472 | 0.2020829 | 0.4663276 | 8.4355933 | 1.9773788 | 0.5361611 | 0.9000431 | 0.3126867 | 0.4173696 | 1.6774422 | 1.2573312 | 0.4758397 | 0.2785463 | 648 | 1 | 0 | 1 |
| 1.349411 | 103.9624 | 528783 | 1190000 | 135 | 10 | 14.3237032 | 0.2606475 | 0.4916862 | 8.4676620 | 2.0197207 | 0.5822839 | 0.8695179 | 0.2554735 | 0.4571315 | 1.7395939 | 1.2777026 | 0.5268559 | 0.2837142 | 648 | 1 | 0 | 1 |
| 1.349232 | 103.9626 | 528784 | 1218000 | 135 | 10 | 14.3304420 | 0.2539291 | 0.5094047 | 8.4773009 | 2.0347952 | 0.6067157 | 0.8524770 | 0.2287258 | 0.4798249 | 1.7664530 | 1.2825602 | 0.5527255 | 0.2606312 | 648 | 1 | 0 | 1 |
| 1.349016 | 103.9627 | 528785 | 1260000 | 135 | 10 | 14.3332408 | 0.2314611 | 0.5321964 | 8.4833224 | 2.0471938 | 0.6155339 | 0.8315856 | 0.1995418 | 0.5066011 | 1.7935405 | 1.2839173 | 0.5816060 | 0.2346773 | 648 | 1 | 0 | 1 |
| 1.348780 | 103.9628 | 528786 | 1095000 | 114 | 10 | 14.3251688 | 0.2063943 | 0.5581175 | 8.4781560 | 2.0483775 | 0.5915491 | 0.8068783 | 0.1735805 | 0.5334354 | 1.8121816 | 1.2750941 | 0.6079440 | 0.2080701 | 648 | 1 | 0 | 1 |
| 1.348550 | 103.9628 | 528787 | 1650000 | 211 | 10 | 14.3196916 | 0.1830631 | 0.5834030 | 8.4756842 | 2.0525445 | 0.5691616 | 0.7834755 | 0.1471936 | 0.5601410 | 1.8328385 | 1.2693258 | 0.6347208 | 0.1820581 | 648 | 1 | 0 | 1 |
| 1.348580 | 103.9623 | 528788 | 1235000 | 135 | 10 | 14.2665774 | 0.1825133 | 0.5847017 | 8.4189947 | 1.9905752 | 0.5583047 | 0.7765052 | 0.1895807 | 0.5472646 | 1.7777241 | 1.2167209 | 0.6092613 | 0.1986231 | 648 | 1 | 0 | 1 |
| 1.348670 | 103.9620 | 528789 | 1698000 | 214 | 10 | 14.2457436 | 0.1979136 | 0.5794084 | 8.3956334 | 1.9627367 | 0.5639960 | 0.7833954 | 0.2185957 | 0.5352306 | 1.7472102 | 1.1967782 | 0.5910623 | 0.2201152 | 648 | 1 | 0 | 1 |
| 1.348552 | 103.9618 | 528790 | 990000 | 114 | 10 | 14.2155965 | 0.1945096 | 0.5976847 | 8.3654023 | 1.9336490 | 0.5485022 | 0.7685448 | 0.2327258 | 0.5478765 | 1.7318483 | 1.1667826 | 0.5971302 | 0.2231709 | 648 | 1 | 0 | 1 |
| 1.348751 | 103.9615 | 528791 | 1120000 | 112 | 10 | 14.2068614 | 0.2243046 | 0.5818520 | 8.3533040 | 1.9147855 | 0.5695222 | 0.7898466 | 0.2641616 | 0.5265184 | 1.7003787 | 1.1599585 | 0.5708136 | 0.2545826 | 648 | 1 | 0 | 1 |
| 1.348913 | 103.9613 | 528792 | 1400000 | 190 | 10 | 14.1964144 | 0.2508610 | 0.5711645 | 8.3399492 | 1.8958303 | 0.5874080 | 0.8077360 | 0.2930471 | 0.5103213 | 1.6715141 | 1.1518451 | 0.5492061 | 0.2826509 | 648 | 1 | 0 | 1 |
| 1.349376 | 103.9610 | 528794 | 1108000 | 114 | 10 | 14.1874634 | 0.2096412 | 0.5377820 | 8.3240321 | 1.8664917 | 0.5632408 | 0.8604736 | 0.3554037 | 0.4655116 | 1.6090480 | 1.1509012 | 0.4931993 | 0.3014639 | 648 | 1 | 0 | 1 |
| 1.349583 | 103.9608 | 528795 | 980000 | 114 | 10 | 14.1870895 | 0.1869107 | 0.5229897 | 8.3208075 | 1.8579758 | 0.5381434 | 0.8843050 | 0.3781173 | 0.4461519 | 1.5846575 | 1.1548098 | 0.4692128 | 0.2793877 | 648 | 1 | 0 | 1 |
| 1.349857 | 103.9608 | 528796 | 1007500 | 114 | 10 | 14.1952891 | 0.1573629 | 0.5000447 | 8.3257772 | 1.8569765 | 0.5067346 | 0.9152708 | 0.4081390 | 0.4189604 | 1.5610089 | 1.1683754 | 0.4383721 | 0.2501139 | 648 | 1 | 0 | 1 |
| 1.337772 | 103.7351 | 600117 | 1100000 | 158 | 0 | 14.2606157 | 0.1743331 | 0.4268538 | 0.9513774 | 0.6989194 | 0.4340660 | 0.5825366 | 1.8544180 | 0.1790359 | 2.0290281 | 0.7447892 | 0.6751502 | 0.1474586 | 654 | 0 | 0 | 0 |
| 1.338128 | 103.7354 | 600118 | 1260000 | 181 | 0 | 14.2425261 | 0.1194187 | 0.3814859 | 0.9421150 | 0.6472965 | 0.3884455 | 0.5687516 | 1.8873700 | 0.1932072 | 2.0454883 | 0.7422287 | 0.6743287 | 0.1925373 | 654 | 0 | 0 | 0 |
| 1.335604 | 103.7371 | 600122 | 1145000 | 158 | 0 | 13.9602322 | 0.2971780 | 0.3931088 | 0.6412249 | 0.8778426 | 0.1466640 | 0.6412249 | 2.1161361 | 0.1478873 | 2.3381502 | 0.4243642 | 0.3529963 | 0.1642476 | 654 | 0 | 0 | 0 |
| 1.334525 | 103.7372 | 600124 | 1150000 | 155 | 0 | 13.8984201 | 0.4173573 | 0.4953204 | 0.5860956 | 0.9962368 | 0.1841593 | 0.5860956 | 2.1610492 | 0.2528035 | 2.4125582 | 0.3592909 | 0.2874332 | 0.0483439 | 654 | 0 | 0 | 0 |
| 1.355157 | 103.7524 | 659246 | 1000000 | 117 | 15 | 13.5613573 | 0.1363044 | 0.7367766 | 2.6911672 | 2.0848854 | 0.2261545 | 0.4162716 | 0.4737896 | 0.2277228 | 3.8599951 | 0.7138722 | 0.4876047 | 0.0728743 | 655 | 1 | 0 | 1 |
| 1.354941 | 103.7527 | 659247 | 1015000 | 80 | 15 | 13.5255880 | 0.1072404 | 0.7081071 | 2.6808748 | 2.0913377 | 0.2520657 | 0.4447136 | 0.4644530 | 0.1927042 | 3.8798578 | 0.7081113 | 0.5233648 | 0.0920970 | 655 | 1 | 0 | 1 |
| 1.354865 | 103.7531 | 659248 | 1328000 | 158 | 15 | 13.4776377 | 0.1060139 | 0.6922850 | 2.6965722 | 2.1286452 | 0.3052440 | 0.4665971 | 0.4277535 | 0.1427764 | 3.9290925 | 0.7323504 | 0.5661791 | 0.0894475 | 655 | 1 | 0 | 1 |
| 1.355689 | 103.7524 | 659245 | 1084000 | 119 | 16 | 13.5950124 | 0.1933476 | 0.7944275 | 2.7452849 | 2.1228197 | 0.2398368 | 0.3582752 | 0.4452744 | 0.2611929 | 3.8766064 | 0.7654958 | 0.4460327 | 0.0949202 | 655 | 1 | 0 | 1 |
| 1.438721 | 103.8303 | 768097 | 780000 | 70 | 1 | 17.3338046 | 0.2058830 | 0.5753698 | 4.8793547 | 0.8250810 | 0.4231059 | 0.5270620 | 0.3779550 | 0.6183239 | 0.9792129 | 0.7025377 | 0.7025377 | 0.1600048 | 656 | 0 | 0 | 1 |
| 1.438721 | 103.8303 | 768098 | 950000 | 89 | 1 | 17.3338046 | 0.2058830 | 0.5753698 | 4.8793547 | 0.8250810 | 0.4231059 | 0.5270620 | 0.3779550 | 0.6183239 | 0.9792129 | 0.7025377 | 0.7025377 | 0.1600048 | 656 | 0 | 0 | 1 |
| 1.438721 | 103.8303 | 768140 | 969444 | 80 | 1 | 17.3338046 | 0.2058830 | 0.5753698 | 4.8793547 | 0.8250810 | 0.4231059 | 0.5270620 | 0.3779550 | 0.6183239 | 0.9792129 | 0.7025377 | 0.7025377 | 0.1600048 | 656 | 0 | 0 | 1 |
| 1.438721 | 103.8303 | 768141 | 852000 | 80 | 1 | 17.3338046 | 0.2058830 | 0.5753698 | 4.8793547 | 0.8250810 | 0.4231059 | 0.5270620 | 0.3779550 | 0.6183239 | 0.9792129 | 0.7025377 | 0.7025377 | 0.1600048 | 656 | 0 | 0 | 1 |
| 1.310015 | 103.7611 | 127140 | 1605400 | 121 | 5 | 10.4605290 | 0.0978970 | 0.7932945 | 3.3129732 | 0.2508398 | 0.3053488 | 0.7347630 | 0.1508752 | 0.5476708 | 2.6705193 | 0.6468146 | 0.3006187 | 0.1292504 | 659 | 1 | 1 | 0 |
| 1.310354 | 103.7613 | 127146 | 1739000 | 121 | 5 | 10.4489877 | 0.0801100 | 0.8036136 | 3.2986266 | 0.2386873 | 0.3438848 | 0.6909928 | 0.1692307 | 0.5487435 | 2.6379955 | 0.6027736 | 0.2980274 | 0.1648789 | 659 | 1 | 1 | 0 |
| 1.309386 | 103.7609 | 127158 | 1481500 | 113 | 5 | 10.4624532 | 0.0942305 | 0.7640665 | 3.3537447 | 0.2987680 | 0.2363525 | 0.8037667 | 0.1291240 | 0.5708688 | 2.7119955 | 0.7177066 | 0.3344889 | 0.0743362 | 659 | 1 | 1 | 0 |
| 1.310666 | 103.7615 | 127159 | 1635000 | 132 | 5 | 10.4367850 | 0.0799254 | 0.8139333 | 3.2870550 | 0.2358814 | 0.3806582 | 0.6495984 | 0.1930929 | 0.5544953 | 2.6066048 | 0.5612507 | 0.3030318 | 0.2021755 | 659 | 1 | 1 | 0 |
| 1.310822 | 103.7619 | 127160 | 1612000 | 120 | 5 | 10.4022447 | 0.1063337 | 0.8013031 | 3.3010698 | 0.2639910 | 0.4048756 | 0.6108934 | 0.2030877 | 0.5438547 | 2.5623200 | 0.5252532 | 0.3358975 | 0.1898162 | 659 | 1 | 1 | 0 |
| 1.310905 | 103.7622 | 127161 | 2000000 | 141 | 5 | 10.3688677 | 0.1400414 | 0.7864049 | 3.3192276 | 0.2954289 | 0.4069162 | 0.5817535 | 0.2133461 | 0.5272878 | 2.5236053 | 0.4995071 | 0.3696409 | 0.1522537 | 659 | 1 | 1 | 0 |
| 1.310799 | 103.7627 | 127162 | 1935000 | 141 | 5 | 10.3225321 | 0.1863559 | 0.7515989 | 3.3580797 | 0.3416411 | 0.3630353 | 0.5682631 | 0.2119225 | 0.5333398 | 2.4835175 | 0.4922991 | 0.3897768 | 0.1075028 | 659 | 1 | 1 | 0 |
| 1.319279 | 103.7741 | 591301 | 1220000 | 123 | 0 | 9.4645126 | 0.5487464 | 0.5567201 | 3.8550076 | 0.6547697 | 0.8235359 | 1.0203850 | 0.4335242 | 0.8002501 | 1.1528625 | 1.1939019 | 0.5895370 | 0.0713545 | 660 | 1 | 0 | 1 |
| 1.318342 | 103.7740 | 591401 | 1239800 | 164 | 0 | 9.4263070 | 0.5439849 | 0.5593684 | 3.8932705 | 0.5683763 | 0.7274130 | 0.9345463 | 0.5349505 | 0.7559335 | 1.1380504 | 1.1513824 | 0.4999714 | 0.1625954 | 660 | 1 | 0 | 1 |
| 1.317453 | 103.7738 | 592001 | 1501500 | 163 | 0 | 9.4107022 | 0.5716041 | 0.5591863 | 3.9125306 | 0.4775242 | 0.6279887 | 0.8700934 | 0.6296198 | 0.7042938 | 1.1541184 | 1.0977639 | 0.4067250 | 0.2404033 | 660 | 1 | 0 | 1 |
| 1.318274 | 103.7758 | 597001 | 1500000 | 163 | 0 | 9.2406667 | 0.3438222 | 0.7583473 | 4.0785660 | 0.7076307 | 0.6675546 | 0.8337211 | 0.6063493 | 0.9392477 | 0.9392477 | 1.3398873 | 0.6340854 | 0.1789092 | 660 | 1 | 0 | 1 |
| 1.318155 | 103.7752 | 599001 | 1300000 | 163 | 0 | 9.2951837 | 0.4094908 | 0.6952481 | 4.0239732 | 0.6481569 | 0.7062272 | 0.8489910 | 0.5907950 | 0.8784111 | 1.0021701 | 1.2730594 | 0.5752995 | 0.2428677 | 660 | 1 | 0 | 1 |
| 1.386610 | 103.8413 | 787056 | 918000 | 88 | 18 | 11.4480386 | 0.3409762 | 1.8323526 | 7.1118130 | 0.6273387 | 0.7566253 | 0.5554092 | 0.2798876 | 1.1533380 | 2.0376276 | 1.8007162 | 1.3944746 | 0.1476280 | 664 | 1 | 0 | 1 |
| 1.385832 | 103.8416 | 787057 | 970000 | 107 | 18 | 11.3588648 | 0.3592876 | 1.7409143 | 7.1054090 | 0.5470071 | 0.7445404 | 0.5577926 | 0.3424937 | 1.0624502 | 1.9535317 | 1.7082313 | 1.3133231 | 0.0776605 | 664 | 1 | 0 | 1 |
| 1.385420 | 103.8407 | 787058 | 915000 | 109 | 18 | 11.3225598 | 0.4587492 | 1.7178311 | 7.2057070 | 0.4915604 | 0.6959493 | 0.4588312 | 0.2898991 | 1.0373730 | 1.9035037 | 1.7061210 | 1.2574279 | 0.1708290 | 664 | 1 | 0 | 1 |
| 1.386111 | 103.8404 | 787059 | 1025000 | 131 | 18 | 11.4027117 | 0.4497267 | 1.8015515 | 7.2179142 | 0.5685570 | 0.7407075 | 0.4470267 | 0.2172254 | 1.1211085 | 1.9795969 | 1.7911441 | 1.3314879 | 0.1552848 | 664 | 1 | 0 | 1 |
| 1.339380 | 103.9507 | 529890 | 907500 | 89 | 16 | 12.6471915 | 0.2170332 | 0.8560893 | 6.8472629 | 0.9729445 | 0.5023302 | 0.5135194 | 0.5146341 | 0.1460640 | 1.3748683 | 0.4537936 | 0.4151072 | 0.1253608 | 684 | 1 | 0 | 1 |
| 1.338994 | 103.9515 | 529891 | 860000 | 109 | 16 | 12.7037605 | 0.3125307 | 0.7878041 | 6.9156837 | 1.0658467 | 0.5300391 | 0.5043090 | 0.4464150 | 0.1330177 | 1.4597326 | 0.4520368 | 0.4171119 | 0.1472032 | 684 | 1 | 0 | 1 |
| 1.338522 | 103.9504 | 529892 | 920000 | 109 | 16 | 12.5640338 | 0.2680011 | 0.9285528 | 6.7750338 | 1.0158498 | 0.6047484 | 0.6155666 | 0.5870616 | 0.2422636 | 1.4342970 | 0.5569079 | 0.5185823 | 0.1377813 | 684 | 1 | 0 | 1 |
| 1.305793 | 103.7847 | 138684 | 990000 | 90 | 18 | 7.8197011 | 0.5600669 | 0.5545451 | 5.6065447 | 0.7011095 | 0.3562646 | 0.6581299 | 0.6575205 | 0.5746895 | 1.2304386 | 0.4196598 | 0.3156519 | 0.2171510 | 686 | 1 | 0 | 1 |
| 1.305406 | 103.7832 | 138685 | 995000 | 120 | 18 | 7.9659464 | 0.4606211 | 0.6850533 | 5.4905620 | 0.8390595 | 0.2565233 | 0.8134200 | 0.7863478 | 0.5957469 | 1.2766499 | 0.5832200 | 0.1754918 | 0.2215129 | 686 | 1 | 0 | 1 |
| 1.306132 | 103.7834 | 138686 | 1080000 | 90 | 18 | 7.9674332 | 0.5126326 | 0.6085283 | 5.4660244 | 0.7641167 | 0.3395710 | 0.7791779 | 0.7077605 | 0.6565315 | 1.1944592 | 0.5668395 | 0.2502878 | 0.1898798 | 686 | 1 | 0 | 1 |
| 1.305793 | 103.7847 | 138687 | 1350000 | 116 | 18 | 7.8197011 | 0.5600669 | 0.5545451 | 5.6065447 | 0.7011095 | 0.3562646 | 0.6581299 | 0.6575205 | 0.5746895 | 1.2304386 | 0.4196598 | 0.3156519 | 0.2171510 | 686 | 1 | 0 | 1 |
| 1.428727 | 103.7854 | 737783 | 545000 | 40 | 1 | 17.6666513 | 0.4921117 | 1.0549145 | 0.9361110 | 1.8793431 | 0.6123848 | 0.9068902 | 1.1044815 | 0.4419383 | 6.0759440 | 0.7949113 | 0.4735962 | 0.2505542 | 689 | 1 | 0 | 1 |
| 1.428595 | 103.7853 | 737784 | 628000 | 56 | 1 | 17.6558623 | 0.4946751 | 1.0580556 | 0.9514260 | 1.8890473 | 0.6280728 | 0.9109520 | 1.1122671 | 0.4571123 | 6.0845674 | 0.8101896 | 0.4677490 | 0.2648823 | 689 | 1 | 0 | 1 |
| 1.428331 | 103.7852 | 737786 | 600000 | 40 | 1 | 17.6342870 | 0.4837800 | 1.0650311 | 0.9821290 | 1.9087223 | 0.6594937 | 0.9198397 | 1.1283633 | 0.4876116 | 6.1019051 | 0.8408319 | 0.4574825 | 0.2940237 | 689 | 1 | 0 | 1 |
| 1.428066 | 103.7851 | 737788 | 547000 | 40 | 1 | 17.6123363 | 0.4711090 | 1.0735075 | 1.0129396 | 1.9291546 | 0.6909105 | 0.9290613 | 1.1456068 | 0.5183101 | 6.1187414 | 0.8715997 | 0.4498973 | 0.3233153 | 689 | 1 | 0 | 1 |
| 1.427503 | 103.7851 | 737793 | 720000 | 56 | 1 | 17.5578393 | 0.4695807 | 1.1088661 | 1.0753768 | 1.9821001 | 0.7525353 | 0.9324997 | 1.1944844 | 0.5807950 | 6.1359024 | 0.9340586 | 0.4593147 | 0.3747966 | 689 | 1 | 0 | 1 |
| 1.427503 | 103.7851 | 737794 | 599444 | 47 | 1 | 17.5578393 | 0.4695807 | 1.1088661 | 1.0753768 | 1.9821001 | 0.7525353 | 0.9324997 | 1.1944844 | 0.5807950 | 6.1359024 | 0.9340586 | 0.4593147 | 0.3747966 | 689 | 1 | 0 | 1 |
| 1.427503 | 103.7851 | 737795 | 540000 | 40 | 1 | 17.5578393 | 0.4695807 | 1.1088661 | 1.0753768 | 1.9821001 | 0.7525353 | 0.9324997 | 1.1944844 | 0.5807950 | 6.1359024 | 0.9340586 | 0.4593147 | 0.3747966 | 689 | 1 | 0 | 1 |
| 1.427503 | 103.7851 | 737796 | 615000 | 40 | 1 | 17.5578393 | 0.4695807 | 1.1088661 | 1.0753768 | 1.9821001 | 0.7525353 | 0.9324997 | 1.1944844 | 0.5807950 | 6.1359024 | 0.9340586 | 0.4593147 | 0.3747966 | 689 | 1 | 0 | 1 |
| 1.427503 | 103.7851 | 737797 | 555000 | 40 | 1 | 17.5578393 | 0.4695807 | 1.1088661 | 1.0753768 | 1.9821001 | 0.7525353 | 0.9324997 | 1.1944844 | 0.5807950 | 6.1359024 | 0.9340586 | 0.4593147 | 0.3747966 | 689 | 1 | 0 | 1 |
| 1.378176 | 103.7462 | 689048 | 920000 | 113 | 15 | 15.6987189 | 0.0473510 | 0.0797163 | 5.0165586 | 3.9629112 | 0.1092776 | 0.8404029 | 0.9140602 | 0.5022056 | 4.6735374 | 0.7837885 | 0.7837885 | 0.1333361 | 694 | 1 | 0 | 1 |
| 1.378499 | 103.7467 | 689049 | 888000 | 180 | 15 | 15.6858420 | 0.0701450 | 0.1350542 | 5.0567919 | 4.0096951 | 0.1317617 | 0.8208757 | 0.9071423 | 0.5536267 | 4.7329209 | 0.7584371 | 0.7435519 | 0.1090458 | 694 | 1 | 0 | 1 |
| 1.378737 | 103.7474 | 689050 | 780000 | 89 | 15 | 15.6455618 | 0.1100823 | 0.2174890 | 5.0911324 | 4.0552057 | 0.1750329 | 0.8259432 | 0.8797194 | 0.6340767 | 4.8040786 | 0.7555063 | 0.6614813 | 0.0289767 | 694 | 1 | 0 | 1 |
| 1.378075 | 103.7478 | 689051 | 860000 | 112 | 15 | 15.5600999 | 0.1086375 | 0.2560039 | 5.0238766 | 3.9978196 | 0.1500328 | 0.9132240 | 0.7916130 | 0.6783227 | 4.7817711 | 0.8413758 | 0.6355867 | 0.0984459 | 694 | 1 | 0 | 1 |
| 1.345439 | 103.7261 | 648163 | 1276238 | 92 | 0 | 15.5294551 | 0.2460380 | 0.5210052 | 2.2597406 | 0.5611940 | 0.4771322 | 0.6136905 | 1.0264679 | 0.5580183 | 0.8052347 | 2.0579484 | 0.4218253 | 0.1434782 | 696 | 1 | 0 | 1 |
| 1.349631 | 103.9271 | 528685 | 2550000 | 409 | 1 | 11.1394292 | 0.2724928 | 0.6265332 | 5.1674850 | 1.8804815 | 0.5367257 | 1.2992849 | 1.1695479 | 1.3046951 | 1.8780214 | 1.8892481 | 1.0271504 | 0.0885060 | 696 | 0 | 0 | 1 |
| 1.349421 | 103.9276 | 528686 | 1168000 | 73 | 1 | 11.1626287 | 0.2330102 | 0.5773995 | 5.1892125 | 1.8483061 | 0.4918614 | 1.2441011 | 1.1490701 | 1.2859364 | 1.8277259 | 1.8439758 | 1.0028758 | 0.0366939 | 696 | 0 | 0 | 1 |
| 1.349421 | 103.9276 | 528688 | 947500 | 333 | 1 | 11.1626287 | 0.2330102 | 0.5773995 | 5.1892125 | 1.8483061 | 0.4918614 | 1.2441011 | 1.1490701 | 1.2859364 | 1.8277259 | 1.8439758 | 1.0028758 | 0.0366939 | 696 | 0 | 0 | 1 |
| 1.349433 | 103.9276 | 528690 | 935000 | 86 | 1 | 11.1640300 | 0.2340754 | 0.5765710 | 5.1906270 | 1.8494717 | 0.4908515 | 1.2437789 | 1.1504309 | 1.2844867 | 1.8269751 | 1.8430060 | 1.0014716 | 0.0357818 | 696 | 0 | 0 | 1 |
| 1.349631 | 103.9271 | 529782 | 1328000 | 351 | 1 | 11.1394292 | 0.2724928 | 0.6265332 | 5.1674850 | 1.8804815 | 0.5367257 | 1.2992849 | 1.1695479 | 1.3046951 | 1.8780214 | 1.8892481 | 1.0271504 | 0.0885060 | 696 | 0 | 0 | 1 |
| 1.373954 | 103.7652 | 678946 | 1430000 | 141 | 15 | 13.8508772 | 0.2601374 | 0.6903872 | 5.1985830 | 4.0115181 | 0.5838367 | 0.5048998 | 0.3115291 | 0.4644648 | 6.0044935 | 0.6771332 | 0.6771332 | 0.2546019 | 696 | 1 | 0 | 0 |
| 1.373154 | 103.7657 | 678948 | 1330000 | 124 | 15 | 13.7480394 | 0.2013185 | 0.6975307 | 5.1496377 | 3.9101492 | 0.6289986 | 0.4291163 | 0.2865521 | 0.3951780 | 6.0080237 | 0.7753729 | 0.7753729 | 0.2428529 | 696 | 1 | 0 | 0 |
| 1.372564 | 103.7653 | 678949 | 1250000 | 124 | 15 | 13.7339542 | 0.1986900 | 0.7762527 | 5.0692365 | 3.8619197 | 0.6129836 | 0.3541179 | 0.2112942 | 0.4436594 | 5.9344986 | 0.8306969 | 0.8306969 | 0.2185047 | 696 | 1 | 0 | 0 |
| 1.372422 | 103.7647 | 678950 | 1069000 | 112 | 15 | 13.7683314 | 0.2254629 | 0.8359036 | 5.0229339 | 3.8676405 | 0.6357367 | 0.3310259 | 0.1477932 | 0.5101465 | 5.8700299 | 0.8388819 | 0.8388819 | 0.1956586 | 696 | 1 | 0 | 0 |
| 1.334836 | 103.7851 | 589627 | 1720000 | 124 | 18 | 9.2968402 | 0.1908949 | 1.2708718 | 4.7679463 | 1.1339601 | 0.6915269 | 0.1610391 | 0.2413432 | 0.3506636 | 1.9960509 | 0.8462986 | 0.2610727 | 0.1116525 | 697 | 1 | 1 | 0 |
| 1.333898 | 103.7852 | 589628 | 1869000 | 124 | 18 | 9.2281716 | 0.2945965 | 1.2141596 | 4.7722483 | 1.1908388 | 0.6468656 | 0.2404107 | 0.3455555 | 0.3074103 | 1.8925811 | 0.9119127 | 0.3510419 | 0.1924281 | 697 | 1 | 1 | 0 |
| 1.333442 | 103.7843 | 589629 | 3690000 | 251 | 18 | 9.2729323 | 0.3448282 | 1.2775517 | 4.6782483 | 1.1408097 | 0.7250482 | 0.2505265 | 0.4043198 | 0.2030003 | 1.8386323 | 0.8741483 | 0.3643928 | 0.2618593 | 697 | 1 | 1 | 0 |
| 1.334078 | 103.7833 | 589630 | 1880000 | 271 | 18 | 9.4072696 | 0.2919551 | 1.4109747 | 4.5644745 | 1.0064263 | 0.7277852 | 0.1884936 | 0.3802105 | 0.1485905 | 1.9113577 | 0.7430460 | 0.2867320 | 0.2280334 | 697 | 1 | 1 | 0 |
| 1.334729 | 103.7844 | 589631 | 1268888 | 95 | 18 | 9.3488928 | 0.2019464 | 1.3294801 | 4.6931464 | 1.0738528 | 0.7549062 | 0.1186037 | 0.2627014 | 0.2859515 | 1.9815722 | 0.7912960 | 0.2318153 | 0.1198015 | 697 | 1 | 1 | 0 |
| 1.386020 | 103.7429 | 689675 | 1035000 | 141 | 11 | 16.5569769 | 0.1896229 | 0.9203288 | 5.8680142 | 4.7163909 | 0.3085153 | 0.1568116 | 0.7027092 | 0.8938503 | 5.1652494 | 0.2582561 | 0.2582561 | 0.1177411 | 699 | 0 | 0 | 1 |
| 1.385783 | 103.7425 | 689676 | 1050000 | 113 | 11 | 16.5782109 | 0.1327808 | 0.9140108 | 5.8413053 | 4.6764180 | 0.3530266 | 0.2014351 | 0.7623510 | 0.8611478 | 5.1150868 | 0.3014110 | 0.3014110 | 0.0823141 | 699 | 0 | 0 | 1 |
| 1.386074 | 103.7423 | 689677 | 1250000 | 146 | 11 | 16.6092625 | 0.1514966 | 0.9485740 | 5.8735647 | 4.7042320 | 0.3731310 | 0.2209867 | 0.7581293 | 0.8922519 | 5.1365588 | 0.3222474 | 0.3222474 | 0.1150856 | 699 | 0 | 0 | 1 |
| 1.386386 | 103.7426 | 689680 | 1035000 | 114 | 11 | 16.6129148 | 0.1953080 | 0.9712475 | 5.9082610 | 4.7448843 | 0.3592870 | 0.2092241 | 0.7183791 | 0.9291990 | 5.1802742 | 0.3101495 | 0.3101495 | 0.1501132 | 699 | 0 | 0 | 1 |
| 1.386538 | 103.7428 | 689681 | 1270000 | 137 | 11 | 16.6101962 | 0.2201719 | 0.9808678 | 5.9252791 | 4.7664194 | 0.3487792 | 0.2015803 | 0.6935100 | 0.9182803 | 5.2047729 | 0.3010190 | 0.3010190 | 0.1699687 | 699 | 0 | 0 | 1 |
| 1.387185 | 103.7434 | 689683 | 950000 | 114 | 11 | 16.6044391 | 0.3229999 | 1.0296929 | 5.9982005 | 4.8563882 | 0.3291690 | 0.2084791 | 0.5955780 | 0.8427308 | 5.3052965 | 0.2906213 | 0.2906213 | 0.2073011 | 699 | 0 | 0 | 1 |
| 1.387353 | 103.7438 | 689684 | 935000 | 119 | 11 | 16.5902831 | 0.3181166 | 1.0402952 | 6.0177644 | 4.8849203 | 0.3181166 | 0.2136942 | 0.5539740 | 0.8245802 | 5.3405800 | 0.2845940 | 0.2845940 | 0.2232356 | 699 | 0 | 0 | 1 |
| 1.386379 | 103.7440 | 689685 | 1050000 | 115 | 11 | 16.4948218 | 0.2198929 | 0.9288231 | 5.9106612 | 4.7901402 | 0.2198929 | 0.1019283 | 0.5765035 | 0.9121253 | 5.2637757 | 0.1795123 | 0.1795123 | 0.1197065 | 699 | 0 | 0 | 1 |
| 1.386473 | 103.7434 | 689686 | 1035000 | 115 | 11 | 16.5552222 | 0.2601931 | 0.9546245 | 5.9190851 | 4.7786264 | 0.2854109 | 0.1454765 | 0.6349527 | 0.9217978 | 5.2340275 | 0.2400485 | 0.2400485 | 0.1320203 | 699 | 0 | 0 | 1 |
| 1.342441 | 103.7177 | 648316 | 1300000 | 129 | 3 | 16.2374129 | 0.2949674 | 0.3604075 | 2.9227696 | 0.6285179 | 0.3820790 | 0.3893838 | 0.2801615 | 0.4362293 | 0.4362293 | 1.3702161 | 0.6934356 | 0.1964380 | 712 | 0 | 0 | 1 |
| 1.343078 | 103.7179 | 648317 | 930000 | 81 | 3 | 16.2487190 | 0.2231382 | 0.4180109 | 2.9311832 | 0.6141365 | 0.4019668 | 0.3410588 | 0.3425188 | 0.3632709 | 0.3632709 | 1.4062951 | 0.6690125 | 0.2154357 | 712 | 0 | 0 | 1 |
| 1.343084 | 103.7179 | 648318 | 1357500 | 130 | 3 | 16.2517368 | 0.2226305 | 0.4196715 | 2.9342176 | 0.6111090 | 0.4047980 | 0.3435951 | 0.3438682 | 0.3635944 | 0.3635944 | 1.4035935 | 0.6661015 | 0.2158475 | 712 | 0 | 0 | 1 |
| 1.342794 | 103.7186 | 648320 | 1240000 | 112 | 3 | 16.1605534 | 0.2644954 | 0.3663430 | 2.8429233 | 0.7023737 | 0.3173943 | 0.2830611 | 0.3018708 | 0.3777572 | 0.3777572 | 1.4777427 | 0.7559903 | 0.1901426 | 712 | 0 | 0 | 1 |
| 1.373040 | 103.9020 | 534198 | 1430000 | 116 | 11 | 11.3744545 | 0.4604644 | 0.9965138 | 3.5700818 | 2.3550451 | 0.4960787 | 1.0885916 | 0.5714375 | 0.4354579 | 3.0281259 | 0.9173446 | 0.5169253 | 0.1669750 | 716 | 1 | 0 | 1 |
| 1.372767 | 103.9019 | 534199 | 950000 | 116 | 11 | 11.3449990 | 0.4420142 | 1.0158704 | 3.6004325 | 2.3304160 | 0.4984390 | 1.0762163 | 0.5906992 | 0.4296109 | 3.0217034 | 0.9092413 | 0.5473979 | 0.1522220 | 716 | 1 | 0 | 1 |
| 1.372536 | 103.9018 | 534201 | 1239440 | 167 | 11 | 11.3134200 | 0.4149667 | 1.0245846 | 3.6263781 | 2.2994626 | 0.4894297 | 1.0531103 | 0.5998845 | 0.4130360 | 3.0030954 | 0.8897445 | 0.5781917 | 0.1304066 | 716 | 1 | 0 | 1 |
| 1.372260 | 103.9015 | 534202 | 1130000 | 128 | 11 | 11.2716702 | 0.3758707 | 1.0315423 | 3.6577159 | 2.2563086 | 0.4739060 | 1.0180652 | 0.6085614 | 0.3877121 | 2.9730239 | 0.8592724 | 0.6183594 | 0.1029623 | 716 | 1 | 0 | 1 |
| 1.371876 | 103.9013 | 534203 | 950000 | 115 | 11 | 11.2223133 | 0.3404575 | 1.0534208 | 3.7010717 | 2.2097778 | 0.4730863 | 0.9879639 | 0.6333948 | 0.3749036 | 2.9493748 | 0.8364025 | 0.6674270 | 0.1012647 | 716 | 1 | 0 | 1 |
| 1.372271 | 103.9012 | 534204 | 1100000 | 116 | 11 | 11.2547958 | 0.3419101 | 1.0103082 | 3.6576883 | 2.2295132 | 0.4410242 | 0.9822589 | 0.5893180 | 0.3518886 | 2.9366146 | 0.8228634 | 0.6328545 | 0.0678773 | 716 | 1 | 0 | 1 |
| 1.372502 | 103.9010 | 534205 | 918000 | 116 | 11 | 11.2653402 | 0.3298369 | 0.9757449 | 3.6330713 | 2.2284607 | 0.4078403 | 0.9628151 | 0.5553924 | 0.3233760 | 2.9121070 | 0.7986625 | 0.6217586 | 0.0392858 | 716 | 1 | 0 | 1 |
| 1.372731 | 103.9008 | 534206 | 857500 | 98 | 11 | 11.2781839 | 0.3252432 | 0.9440393 | 3.6086000 | 2.2314223 | 0.3795719 | 0.9490402 | 0.5240420 | 0.3012110 | 2.8927391 | 0.7802046 | 0.6099959 | 0.0333451 | 716 | 1 | 0 | 1 |
| 1.372947 | 103.9010 | 534207 | 960000 | 116 | 11 | 11.3127762 | 0.3617169 | 0.9395438 | 3.5833578 | 2.2682841 | 0.3964709 | 0.9816641 | 0.5166710 | 0.3280871 | 2.9207622 | 0.8095664 | 0.5747783 | 0.0698286 | 716 | 1 | 0 | 1 |
| 1.373218 | 103.9013 | 534208 | 950000 | 116 | 11 | 11.3545015 | 0.4046885 | 0.9338267 | 3.5520932 | 2.3119833 | 0.4179388 | 1.0196457 | 0.5090154 | 0.3608354 | 2.9527280 | 0.8437876 | 0.5326623 | 0.1134973 | 716 | 1 | 0 | 1 |
| 1.373444 | 103.9016 | 534209 | 965000 | 115 | 11 | 11.3922708 | 0.4456380 | 0.9344610 | 3.5260648 | 2.3528716 | 0.4443242 | 1.0574901 | 0.5093383 | 0.3957838 | 2.9856580 | 0.8789695 | 0.4948221 | 0.1542774 | 716 | 1 | 0 | 1 |
| 1.338854 | 103.9355 | 478929 | 1030000 | 112 | 14 | 11.1669966 | 0.6825249 | 0.8095606 | 5.2658217 | 0.8326057 | 0.2574910 | 0.4613811 | 0.9720616 | 0.6228682 | 1.5356276 | 1.5874452 | 0.7121230 | 0.1877510 | 720 | 0 | 0 | 1 |
| 1.338563 | 103.9359 | 478930 | 1030000 | 114 | 14 | 11.1828762 | 0.6469434 | 0.8164366 | 5.2877059 | 0.7867087 | 0.2234106 | 0.4802799 | 1.0133027 | 0.5989838 | 1.5375008 | 1.5459483 | 0.6661663 | 0.2203102 | 720 | 0 | 0 | 1 |
| 1.338248 | 103.9362 | 478931 | 838000 | 102 | 14 | 11.1935563 | 0.6110266 | 0.7838195 | 5.3045765 | 0.7409297 | 0.1933502 | 0.4983388 | 1.0314895 | 0.5747735 | 1.5314163 | 1.5036604 | 0.6204291 | 0.2543478 | 720 | 0 | 0 | 1 |
| 1.337913 | 103.9365 | 478932 | 1200000 | 143 | 14 | 11.2022652 | 0.5748308 | 0.7338274 | 5.3198670 | 0.6939832 | 0.1699889 | 0.5187584 | 0.9826136 | 0.5514338 | 1.4892368 | 1.4598971 | 0.5736180 | 0.2910800 | 720 | 0 | 0 | 1 |
| 1.337683 | 103.9353 | 478927 | 1150000 | 114 | 15 | 11.0697644 | 0.5588034 | 0.6985067 | 5.1812654 | 0.7332383 | 0.1405550 | 0.3766310 | 0.9528117 | 0.4895853 | 1.4925253 | 1.4720484 | 0.6141847 | 0.1555744 | 720 | 0 | 0 | 1 |
| 1.337693 | 103.9352 | 478928 | 1160000 | 123 | 15 | 11.0691578 | 0.5602180 | 0.6981138 | 5.1804276 | 0.7349861 | 0.1422424 | 0.3756049 | 0.9511843 | 0.4905282 | 1.4940051 | 1.4735956 | 0.6159496 | 0.1538619 | 720 | 0 | 0 | 1 |
| 1.337690 | 103.9353 | 478936 | 1270000 | 123 | 15 | 11.0704879 | 0.5595449 | 0.6992857 | 5.1819134 | 0.7337621 | 0.1411406 | 0.3772031 | 0.9530064 | 0.4904447 | 1.4932380 | 1.4727267 | 0.6146882 | 0.1556780 | 720 | 0 | 0 | 1 |
| 1.293000 | 103.8057 | 148954 | 1515000 | 111 | 13 | 5.1936678 | 0.1259907 | 0.3046065 | 5.7665252 | 0.3091093 | 0.0807521 | 0.1981356 | 1.4588945 | 0.4144158 | 2.8454003 | 0.4964936 | 0.3751035 | 0.0690649 | 722 | 1 | 0 | 1 |
| 1.293043 | 103.8062 | 148955 | 1455000 | 110 | 13 | 5.1324941 | 0.1734965 | 0.3501306 | 5.7082475 | 0.3719382 | 0.0979403 | 0.1918971 | 1.4690467 | 0.3762138 | 2.8034089 | 0.5111088 | 0.4291146 | 0.0932154 | 722 | 1 | 0 | 1 |
| 1.292273 | 103.8065 | 148957 | 1450000 | 110 | 13 | 5.0921394 | 0.2452313 | 0.4239416 | 5.6573225 | 0.4101258 | 0.1460962 | 0.2802534 | 1.3870889 | 0.4436198 | 2.7260712 | 0.4350638 | 0.4109527 | 0.0827235 | 722 | 1 | 0 | 1 |
| 1.372972 | 103.9426 | 518205 | 905000 | 85 | 0 | 14.1565440 | 0.4111369 | 1.5175454 | 5.7243895 | 3.0409998 | 0.2372711 | 0.7429999 | 0.1856801 | 0.3910334 | 1.8717594 | 0.8032655 | 0.5409214 | 0.0928397 | 724 | 0 | 0 | 1 |
| 1.372949 | 103.9427 | 518206 | 1220000 | 123 | 0 | 14.1674056 | 0.3936073 | 1.5103714 | 5.7397774 | 3.0371665 | 0.2292496 | 0.7253677 | 0.2003687 | 0.3770535 | 1.8628116 | 0.7854805 | 0.5444153 | 0.0960371 | 724 | 0 | 0 | 1 |
| 1.372813 | 103.9444 | 518210 | 1044000 | 82 | 0 | 14.2873110 | 0.2147557 | 1.3973935 | 5.8915259 | 3.0148846 | 0.2147689 | 0.5447739 | 0.3693536 | 0.2529185 | 1.7895319 | 0.6038919 | 0.5562794 | 0.1318900 | 724 | 0 | 0 | 1 |
| 1.372207 | 103.9436 | 518216 | 1360000 | 143 | 0 | 14.1783116 | 0.3151157 | 1.4080396 | 5.8648692 | 2.9498864 | 0.2761652 | 0.6371210 | 0.2762717 | 0.3587513 | 1.7525191 | 0.6898480 | 0.6232641 | 0.1687492 | 724 | 0 | 0 | 1 |
| 1.373026 | 103.9439 | 518209 | 1245000 | 123 | 4 | 14.2637738 | 0.2676406 | 1.4575156 | 5.8333073 | 3.0396201 | 0.1836338 | 0.5996227 | 0.3212498 | 0.2709484 | 1.8284431 | 0.6608592 | 0.5589051 | 0.0830637 | 724 | 0 | 0 | 1 |
| 1.372376 | 103.9439 | 518215 | 1409000 | 143 | 4 | 14.2169959 | 0.2754706 | 1.4192492 | 5.8811292 | 2.9673910 | 0.2558207 | 0.5993970 | 0.3125663 | 0.3219899 | 1.7585497 | 0.6537032 | 0.6053090 | 0.1536486 | 724 | 0 | 0 | 1 |
| 1.293385 | 103.8279 | 248358 | 1680000 | 113 | 18 | 2.8213227 | 0.2288130 | 0.2716287 | 3.5412519 | 0.3817504 | 0.1001608 | 0.6464614 | 0.5205813 | 0.5407471 | 2.0566827 | 0.4511767 | 0.1162134 | 0.1514458 | 728 | 1 | 0 | 0 |
| 1.293814 | 103.8293 | 248362 | 2552000 | 158 | 18 | 2.6965868 | 0.2316109 | 0.3130426 | 3.4385484 | 0.2646603 | 0.2626801 | 0.4844152 | 0.4370023 | 0.7020382 | 2.1399835 | 0.2955309 | 0.2787881 | 0.1276442 | 728 | 1 | 0 | 0 |
| 1.293106 | 103.8295 | 248364 | 1630000 | 113 | 18 | 2.6492306 | 0.2417750 | 0.2429068 | 3.3795361 | 0.2085471 | 0.2417750 | 0.4892957 | 0.3666651 | 0.6916245 | 2.0695323 | 0.2831786 | 0.2831786 | 0.1910870 | 728 | 1 | 0 | 0 |
| 1.293167 | 103.8286 | 248368 | 1305000 | 126 | 18 | 2.7448700 | 0.2324689 | 0.2338388 | 3.4671114 | 0.3051668 | 0.1669746 | 0.5823538 | 0.4472869 | 0.5984008 | 2.0493729 | 0.3811820 | 0.1830355 | 0.1843927 | 728 | 1 | 0 | 0 |
| 1.296124 | 103.8672 | 437431 | 1422500 | 130 | 18 | 2.2148477 | 0.9785899 | 0.8566036 | 2.6238178 | 0.8626390 | 1.1767108 | 0.6882915 | 0.8439902 | 1.4232269 | 1.7500919 | 0.7718352 | 0.8359865 | 0.1592910 | 737 | 0 | 0 | 1 |
| 1.295509 | 103.8669 | 437433 | 2200000 | 183 | 18 | 2.1474509 | 1.0387201 | 0.8187277 | 2.5485914 | 0.9120015 | 1.1912640 | 0.7318034 | 0.8848395 | 1.4407370 | 1.7957141 | 0.8025626 | 0.8025626 | 0.2314412 | 737 | 0 | 0 | 1 |
| 1.295970 | 103.8664 | 437434 | 1719999 | 124 | 18 | 2.1371583 | 0.9723752 | 0.7698763 | 2.5647065 | 0.8455314 | 1.1415780 | 0.7057218 | 0.8146846 | 1.3675732 | 1.8371450 | 0.7499802 | 0.7499802 | 0.2010297 | 737 | 0 | 0 | 1 |
| 1.297226 | 103.8672 | 437436 | 2861666 | 208 | 18 | 2.2905843 | 0.8595944 | 0.8777196 | 2.7274688 | 0.7534858 | 1.0808244 | 0.6843476 | 0.7446805 | 1.3510520 | 1.7335304 | 0.6548069 | 0.8496236 | 0.0388728 | 737 | 0 | 0 | 1 |
| 1.363974 | 103.8326 | 575574 | 1215000 | 114 | 11 | 9.1257912 | 0.3295756 | 1.2695842 | 8.4381614 | 0.7969505 | 0.4650114 | 0.1036501 | 0.2325014 | 0.9596370 | 0.9854343 | 1.0440646 | 0.6108347 | 0.1324762 | 756 | 0 | 0 | 1 |
| 1.364003 | 103.8319 | 575575 | 1214000 | 130 | 11 | 9.1469944 | 0.3069480 | 1.3269742 | 8.5017676 | 0.8672820 | 0.5173192 | 0.1313145 | 0.2793601 | 1.0189267 | 1.0522524 | 1.0370951 | 0.6691418 | 0.2085734 | 756 | 0 | 0 | 1 |
| 1.364412 | 103.8311 | 575577 | 1195000 | 114 | 11 | 9.2129472 | 0.3294378 | 1.4242416 | 8.6014043 | 0.9138378 | 0.5624536 | 0.2258314 | 0.3752252 | 1.0690583 | 1.1156151 | 1.0778618 | 0.7206560 | 0.3070546 | 756 | 0 | 0 | 1 |
| 1.364998 | 103.8307 | 575578 | 1200000 | 114 | 11 | 9.2847709 | 0.3932230 | 1.4945678 | 8.6689968 | 0.8421397 | 0.5630324 | 0.2970313 | 0.4194659 | 1.0684507 | 1.1261490 | 1.1431788 | 0.7239388 | 0.2963264 | 756 | 0 | 0 | 1 |
| 1.377538 | 103.7581 | 689408 | 1380000 | 187 | 31 | 14.6873085 | 0.1378487 | 0.5229381 | 5.2325441 | 4.4070398 | 0.4599670 | 0.4230795 | 0.2080607 | 0.4930510 | 5.5812450 | 0.3530257 | 0.3530257 | 0.0670748 | 762 | 0 | 0 | 1 |
| 1.377107 | 103.7581 | 689426 | 1225000 | 180 | 31 | 14.6558244 | 0.1012934 | 0.5471369 | 5.1864517 | 4.3644433 | 0.4928362 | 0.4512506 | 0.1657123 | 0.5368234 | 5.5490334 | 0.3902945 | 0.3902945 | 0.1051336 | 762 | 0 | 0 | 1 |
| 1.376991 | 103.7579 | 689433 | 1320000 | 180 | 31 | 14.6636523 | 0.0976397 | 0.5361551 | 5.1662954 | 4.3410992 | 0.4877455 | 0.4781690 | 0.1419202 | 0.5418474 | 5.5223598 | 0.4156702 | 0.4156702 | 0.1102352 | 762 | 0 | 0 | 1 |
| 1.290360 | 103.8046 | 159957 | 1825000 | 140 | 18 | 5.2628184 | 0.3850091 | 0.4436211 | 5.7924051 | 0.3709237 | 0.3233399 | 0.5118126 | 1.1633031 | 0.7250842 | 2.7442224 | 0.2137555 | 0.1843762 | 0.1163912 | 775 | 1 | 1 | 0 |
| 1.289831 | 103.8042 | 159958 | 2105000 | 164 | 18 | 5.2968217 | 0.3313450 | 0.4290659 | 5.8171334 | 0.3930578 | 0.3843418 | 0.5808927 | 1.1064027 | 0.7969368 | 2.7425121 | 0.1824411 | 0.1775356 | 0.1577180 | 775 | 1 | 1 | 0 |
| 1.288403 | 103.8043 | 159959 | 1413888 | 115 | 18 | 5.2758249 | 0.1741820 | 0.3351403 | 5.7739912 | 0.2349251 | 0.3359981 | 0.7308752 | 0.9480551 | 0.9351090 | 2.6489467 | 0.1110711 | 0.1110711 | 0.1404438 | 775 | 1 | 1 | 0 |
| 1.288930 | 103.8045 | 159960 | 2220000 | 170 | 18 | 5.2554116 | 0.2366248 | 0.3416737 | 5.7625291 | 0.2919961 | 0.3426091 | 0.6675835 | 1.0050666 | 0.8709813 | 2.6599175 | 0.0938423 | 0.0938423 | 0.1154945 | 775 | 1 | 1 | 0 |
| 1.289449 | 103.8050 | 159961 | 2450000 | 193 | 18 | 5.2038804 | 0.3089627 | 0.3374527 | 5.7206732 | 0.3545359 | 0.3311218 | 0.5987129 | 1.0621468 | 0.7943545 | 2.6461343 | 0.1034043 | 0.1034043 | 0.1030472 | 775 | 1 | 1 | 0 |
| 1.359285 | 103.8826 | 545018 | 1091500 | 84 | 9 | 9.0521377 | 0.2118757 | 0.8533334 | 4.7170591 | 0.3799302 | 0.1180456 | 0.3145764 | 0.1912881 | 0.8496575 | 1.7416581 | 0.2817592 | 0.2328095 | 0.2338008 | 778 | 0 | 0 | 1 |
| 1.359071 | 103.8831 | 545020 | 1421500 | 132 | 9 | 9.0513618 | 0.1937768 | 0.8108901 | 4.6809167 | 0.3246370 | 0.1529931 | 0.2713029 | 0.2347421 | 0.7916828 | 1.7899710 | 0.2300757 | 0.1896344 | 0.2309939 | 778 | 0 | 0 | 1 |
| 1.359249 | 103.8835 | 545022 | 1120000 | 84 | 9 | 9.0860785 | 0.1759516 | 0.8159161 | 4.6904125 | 0.2829357 | 0.1995749 | 0.2246368 | 0.2421570 | 0.7537825 | 1.7956360 | 0.1854341 | 0.1854341 | 0.2371167 | 778 | 0 | 0 | 1 |
| 1.359437 | 103.8837 | 545023 | 1120000 | 84 | 9 | 9.1138787 | 0.1520092 | 0.8297929 | 4.7058700 | 0.2633460 | 0.2201368 | 0.1964049 | 0.2419908 | 0.7369619 | 1.7901969 | 0.1624746 | 0.1624746 | 0.2084178 | 778 | 0 | 0 | 1 |
| 1.360665 | 103.8836 | 545024 | 1295000 | 121 | 9 | 9.2348548 | 0.2084037 | 0.9645090 | 4.8413129 | 0.3234516 | 0.1993719 | 0.2056841 | 0.1677498 | 0.7908126 | 1.6718532 | 0.2216213 | 0.2216213 | 0.1859165 | 778 | 0 | 0 | 1 |
| 1.359570 | 103.8830 | 548189 | 1310000 | 114 | 9 | 9.0973399 | 0.2292408 | 0.8673378 | 4.7377887 | 0.3419297 | 0.1439411 | 0.2664988 | 0.1805266 | 0.8155073 | 1.7359792 | 0.2402373 | 0.2402373 | 0.2758845 | 778 | 0 | 0 | 1 |
| 1.359706 | 103.8832 | 548190 | 1400000 | 157 | 9 | 9.1199515 | 0.2079147 | 0.8742174 | 4.7472502 | 0.3226367 | 0.1582980 | 0.2415823 | 0.1823110 | 0.7973693 | 1.7352329 | 0.2194370 | 0.2194370 | 0.2492348 | 778 | 0 | 0 | 1 |
| 1.360000 | 103.8834 | 548191 | 1358000 | 114 | 9 | 9.1558003 | 0.1996629 | 0.9008384 | 4.7756283 | 0.3169879 | 0.1651630 | 0.2234113 | 0.1711849 | 0.7920645 | 1.7161254 | 0.2121042 | 0.2121042 | 0.2239934 | 778 | 0 | 0 | 1 |
| 1.360300 | 103.8832 | 548192 | 1500000 | 131 | 9 | 9.1810785 | 0.2241898 | 0.9367585 | 4.8112174 | 0.3420094 | 0.1502752 | 0.2386729 | 0.1411201 | 0.8158384 | 1.6806736 | 0.2370804 | 0.2370804 | 0.2304966 | 778 | 0 | 0 | 1 |
| 1.360496 | 103.8834 | 548193 | 1239000 | 114 | 9 | 9.2086485 | 0.2167460 | 0.9522022 | 4.8280563 | 0.3338474 | 0.1726085 | 0.2229135 | 0.1500233 | 0.8050982 | 1.6737580 | 0.2299032 | 0.2299032 | 0.2090371 | 778 | 0 | 0 | 1 |
| 1.346410 | 103.7233 | 649411 | 1112500 | 104 | 7 | 15.8591507 | 0.1283753 | 0.5441574 | 2.5773561 | 0.6481089 | 0.2960455 | 0.3730864 | 0.8756011 | 0.2309539 | 0.4873063 | 2.0944044 | 0.2880022 | 0.1105656 | 841 | 0 | 0 | 1 |
| 1.345240 | 103.7229 | 649412 | 1225000 | 103 | 8 | 15.8443383 | 0.2634793 | 0.6435576 | 2.5443500 | 0.6949951 | 0.2763483 | 0.2634890 | 0.7451346 | 0.2982717 | 0.4530886 | 2.0072451 | 0.4254223 | 0.1353319 | 841 | 0 | 0 | 1 |
| 1.345822 | 103.7231 | 649413 | 1010000 | 86 | 8 | 15.8495614 | 0.1947135 | 0.5930928 | 2.5580493 | 0.6702528 | 0.2801018 | 0.3171313 | 0.8111271 | 0.2593192 | 0.4675753 | 2.0520119 | 0.3561668 | 0.1471921 | 841 | 0 | 0 | 1 |
| 1.404865 | 103.9001 | 828779 | 1007500 | 72 | 0 | 14.4667549 | 0.2874563 | 2.8007237 | 0.2635867 | 5.3132718 | 0.1272105 | 0.2635867 | 0.8612772 | 0.4707052 | 4.5299862 | 0.7233960 | 0.2278495 | 0.2037489 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828780 | 1050000 | 97 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828781 | 1120000 | 112 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828782 | 1230000 | 72 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828783 | 1180000 | 97 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.405625 | 103.8994 | 828784 | 860000 | 85 | 0 | 14.5193959 | 0.2463831 | 2.8747055 | 0.3331129 | 5.3743481 | 0.2299791 | 0.3331129 | 0.8438583 | 0.5135836 | 4.5543254 | 0.7837389 | 0.2837808 | 0.2530139 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828786 | 1250000 | 105 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828787 | 1190000 | 112 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828830 | 980000 | 85 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.405306 | 103.9005 | 828831 | 1180000 | 97 | 0 | 14.5295352 | 0.3148968 | 2.8564349 | 0.2145395 | 5.3737781 | 0.1741240 | 0.2145395 | 0.7941808 | 0.5223010 | 4.5971776 | 0.6708796 | 0.1764156 | 0.1502078 | 882 | 1 | 0 | 1 |
| 1.404789 | 103.9003 | 828833 | 1119000 | 97 | 0 | 14.4670612 | 0.2916960 | 2.7957825 | 0.2436637 | 5.3116254 | 0.1158820 | 0.2436637 | 0.8549383 | 0.4761672 | 4.5368944 | 0.7034815 | 0.2088066 | 0.1855818 | 882 | 1 | 0 | 1 |
| 1.311673 | 103.9390 | 469987 | 1600000 | 122 | 11 | 10.2189509 | 0.3249964 | 1.0724815 | 5.1686408 | 0.6778351 | 0.2758909 | 0.2864199 | 0.6694932 | 0.9682475 | 0.9682475 | 1.4856631 | 1.4235674 | 0.3506456 | 906 | 1 | 0 | 1 |
| 1.311351 | 103.9386 | 469988 | 2285000 | 145 | 11 | 10.1643725 | 0.3805643 | 1.0985429 | 5.1281671 | 0.6202916 | 0.3220869 | 0.3443059 | 0.6821164 | 1.0263325 | 1.0263325 | 1.5231394 | 1.4683716 | 0.3699511 | 906 | 1 | 0 | 1 |
| 1.311782 | 103.9394 | 469986 | 1570000 | 125 | 12 | 10.2596300 | 0.2946931 | 1.0699500 | 5.2054856 | 0.7137089 | 0.2590176 | 0.2471039 | 0.6780562 | 0.9314179 | 0.9314179 | 1.4731538 | 1.4042875 | 0.3509016 | 906 | 1 | 0 | 1 |
| 1.311155 | 103.9397 | 469990 | 1690000 | 181 | 12 | 10.2710052 | 0.3457361 | 1.1458858 | 5.2484843 | 0.6925972 | 0.3287457 | 0.2684197 | 0.7550064 | 0.9570720 | 0.9570720 | 1.5431593 | 1.4674520 | 0.4264642 | 906 | 1 | 0 | 1 |
| 1.311316 | 103.9401 | 469991 | 2000000 | 145 | 12 | 10.3221143 | 0.3165806 | 1.1426761 | 5.2933986 | 0.7414118 | 0.3175154 | 0.2252736 | 0.7657005 | 0.9117327 | 0.9117327 | 1.5272225 | 1.4433956 | 0.3982943 | 906 | 1 | 0 | 1 |
| 1.311646 | 103.9403 | 469992 | 1650000 | 115 | 12 | 10.3513317 | 0.2773271 | 1.1142555 | 5.3074273 | 0.7791252 | 0.2870403 | 0.1841778 | 0.7472367 | 0.8715510 | 0.8715510 | 1.4918911 | 1.4048617 | 0.3591307 | 906 | 1 | 0 | 1 |
| 1.311980 | 103.9403 | 469993 | 1519952 | 115 | 12 | 10.3638845 | 0.2404451 | 1.0799667 | 5.3041322 | 0.8039655 | 0.2524917 | 0.1542249 | 0.7190352 | 0.8432173 | 0.8432173 | 1.4550406 | 1.3678523 | 0.3222332 | 906 | 1 | 0 | 1 |
| 1.310929 | 103.8578 | 207227 | 1300000 | 53 | 6 | 3.0773464 | 0.1554001 | 0.3759207 | 3.8798696 | 0.4123288 | 0.3773684 | 0.3826614 | 0.0727644 | 0.7786188 | 2.9523878 | 0.1408040 | 0.1408040 | 0.1108770 | 910 | 0 | 1 | 0 |
| 1.311368 | 103.8572 | 207229 | 1292500 | 112 | 6 | 3.1108669 | 0.0824290 | 0.4482232 | 3.9231893 | 0.4491541 | 0.3462661 | 0.3041837 | 0.1037166 | 0.7284336 | 2.8973667 | 0.0634107 | 0.0634107 | 0.1882412 | 910 | 0 | 1 | 0 |
| 1.310284 | 103.8572 | 207223 | 1350000 | 80 | 7 | 2.9914796 | 0.1435592 | 0.3533664 | 3.8026294 | 0.3286322 | 0.4631624 | 0.3607239 | 0.1736814 | 0.7029232 | 3.0163784 | 0.1444878 | 0.1444878 | 0.0705182 | 910 | 0 | 1 | 0 |
| 1.310369 | 103.8573 | 207224 | 1350000 | 115 | 7 | 3.0048843 | 0.1471509 | 0.3487329 | 3.8134922 | 0.3404750 | 0.4489208 | 0.3699003 | 0.1541478 | 0.7128247 | 3.0087464 | 0.1445870 | 0.1445870 | 0.0770631 | 910 | 0 | 1 | 0 |
| 1.310372 | 103.8575 | 207225 | 1660000 | 112 | 7 | 3.0095148 | 0.1599768 | 0.3378680 | 3.8153940 | 0.3443567 | 0.4442020 | 0.3852704 | 0.1430964 | 0.7141807 | 3.0102719 | 0.1550374 | 0.1550374 | 0.0797355 | 910 | 0 | 1 | 0 |
| 1.340421 | 103.7673 | 596738 | 1115000 | 96 | 17 | 11.2722000 | 0.0935484 | 1.7562706 | 2.8949367 | 0.9786913 | 0.5462694 | 0.9720407 | 0.1430519 | 0.3413631 | 3.2171303 | 1.2799577 | 1.0092902 | 0.1230110 | 928 | 1 | 1 | 0 |
| 1.341340 | 103.7673 | 596739 | 1255000 | 127 | 17 | 11.3297650 | 0.1752853 | 1.7048337 | 2.9244059 | 0.9957205 | 0.5407367 | 0.9699980 | 0.1688150 | 0.4421957 | 3.3008596 | 1.2979266 | 0.9934718 | 0.2121514 | 928 | 1 | 1 | 0 |
| 1.342110 | 103.7673 | 596740 | 1330000 | 126 | 17 | 11.3758907 | 0.0900690 | 1.6681492 | 2.9545393 | 1.0146593 | 0.5066184 | 0.9733956 | 0.2283362 | 0.5273468 | 3.3700389 | 1.3158528 | 0.9850170 | 0.2891270 | 928 | 1 | 1 | 0 |
| 1.342380 | 103.7684 | 596741 | 1365000 | 130 | 17 | 11.2951998 | 0.1395012 | 1.7640559 | 3.0767667 | 0.9116144 | 0.4394826 | 0.8595751 | 0.3350004 | 0.5815636 | 3.3306697 | 1.2108091 | 0.8656183 | 0.1859036 | 928 | 1 | 1 | 0 |
| 1.341584 | 103.7694 | 596742 | 1820000 | 96 | 17 | 11.1454334 | 0.0818867 | 1.9103964 | 3.1638699 | 0.7680879 | 0.3011363 | 0.7288572 | 0.4024915 | 0.5527636 | 3.1923658 | 1.0689454 | 0.7492722 | 0.1430518 | 928 | 1 | 1 | 0 |
| 1.342944 | 103.7695 | 596743 | 1396500 | 132 | 17 | 11.2262155 | 0.1062052 | 1.8609992 | 3.2192768 | 0.8200642 | 0.3497785 | 0.7471543 | 0.4056225 | 0.6882145 | 3.3189091 | 1.1129582 | 0.7396646 | 0.0904658 | 928 | 1 | 1 | 0 |
| 1.342019 | 103.7698 | 596744 | 1350000 | 131 | 17 | 11.1440580 | 0.1056632 | 1.9239902 | 3.2124067 | 0.7511609 | 0.2781811 | 0.6985817 | 0.4183346 | 0.6125966 | 3.2159832 | 1.0495823 | 0.7098059 | 0.0834061 | 928 | 1 | 1 | 0 |
| 1.341813 | 103.7686 | 596746 | 1362500 | 130 | 17 | 11.2376466 | 0.1752186 | 1.8136448 | 3.0813095 | 0.8660779 | 0.3987840 | 0.8254106 | 0.3236010 | 0.5314303 | 3.2633966 | 1.1670334 | 0.8413768 | 0.2058899 | 928 | 1 | 1 | 0 |
| 1.340967 | 103.7678 | 596748 | 1365000 | 132 | 17 | 11.2598283 | 0.1753736 | 1.7741924 | 2.9656979 | 0.9322839 | 0.4845756 | 0.9133848 | 0.2046019 | 0.4126694 | 3.2348023 | 1.2344598 | 0.9432048 | 0.1571867 | 928 | 1 | 1 | 0 |
| 1.343793 | 103.7340 | 609774 | 1009750 | 100 | 21 | 14.6622245 | 0.3253731 | 0.5342219 | 1.5000195 | 0.3531944 | 0.3938273 | 0.2226265 | 1.7631504 | 0.5535034 | 1.6997861 | 1.3369736 | 0.3727211 | 0.0695264 | 950 | 1 | 0 | 1 |
| 1.343667 | 103.7346 | 609775 | 1260000 | 129 | 21 | 14.5935212 | 0.3653794 | 0.5892593 | 1.4466865 | 0.3469489 | 0.3476903 | 0.2688787 | 1.8281299 | 0.5850614 | 1.7710751 | 1.2895202 | 0.4388103 | 0.0369416 | 950 | 1 | 0 | 1 |
| 1.342966 | 103.7341 | 609776 | 1070700 | 114 | 21 | 14.6121504 | 0.4045116 | 0.6153736 | 1.4224983 | 0.4097339 | 0.3456625 | 0.1797355 | 1.7535741 | 0.6454024 | 1.7260868 | 1.2542677 | 0.4393591 | 0.1058876 | 950 | 1 | 0 | 1 |
| 1.342216 | 103.7352 | 609778 | 1090000 | 114 | 21 | 14.4685114 | 0.3802086 | 0.5660500 | 1.2828840 | 0.3203631 | 0.2011462 | 0.2869057 | 1.8582045 | 0.6349369 | 1.8605821 | 1.1206597 | 0.5830440 | 0.0336296 | 950 | 1 | 0 | 1 |
| 1.343704 | 103.7346 | 609781 | 995000 | 114 | 21 | 14.5999568 | 0.3695633 | 0.5827601 | 1.4530618 | 0.3522967 | 0.3542175 | 0.2668604 | 1.8240726 | 0.5795233 | 1.7653865 | 1.2956502 | 0.4322835 | 0.0325378 | 950 | 1 | 0 | 1 |
| 1.344370 | 103.7327 | 609782 | 1050000 | 114 | 21 | 14.8236807 | 0.1928274 | 0.4021679 | 1.6437246 | 0.1917468 | 0.3068812 | 0.2214449 | 1.6365677 | 0.4794777 | 1.5435558 | 1.4721642 | 0.2172336 | 0.1376797 | 950 | 1 | 0 | 1 |
| 1.344069 | 103.7334 | 609783 | 975000 | 114 | 21 | 14.7400912 | 0.2574481 | 0.4683580 | 1.5687727 | 0.2752823 | 0.3825578 | 0.2065378 | 1.7011675 | 0.5130309 | 1.6242130 | 1.4013301 | 0.2969520 | 0.1203596 | 950 | 1 | 0 | 1 |
| 1.267601 | 103.8152 | 98635 | 2060000 | 126 | 11 | 4.4271840 | 0.3856831 | 0.5647250 | 4.4972271 | 0.9410573 | 0.2047773 | 0.6218342 | 0.9177690 | 1.2061657 | 1.3089624 | 0.6635772 | 0.6635772 | 0.1498655 | 969 | 1 | 0 | 1 |
| 1.267239 | 103.8161 | 98637 | 1890000 | 119 | 11 | 4.3534494 | 0.4232380 | 0.6589312 | 4.4086935 | 0.8888032 | 0.2843536 | 0.5149812 | 0.9243073 | 1.2626910 | 1.2626910 | 0.5598229 | 0.5598229 | 0.0735026 | 969 | 1 | 0 | 1 |
| 1.267487 | 103.8162 | 98638 | 1825000 | 118 | 11 | 4.3251216 | 0.4315042 | 0.6514827 | 4.3846630 | 0.8567858 | 0.2734832 | 0.5057214 | 0.8930517 | 1.2302946 | 1.2302946 | 0.5632857 | 0.5632857 | 0.0511976 | 969 | 1 | 0 | 1 |
| 1.267144 | 103.8165 | 98639 | 3095590 | 432 | 11 | 4.3138138 | 0.3827743 | 0.6999827 | 4.3634455 | 0.8604369 | 0.3222048 | 0.4650683 | 0.9231123 | 1.2360896 | 1.2360896 | 0.5153219 | 0.5153219 | 0.0401856 | 969 | 1 | 0 | 1 |
| 1.266390 | 103.8168 | 98641 | 1870000 | 119 | 11 | 4.3157385 | 0.2944119 | 0.7877479 | 4.3454569 | 0.8956209 | 0.4120440 | 0.4101744 | 0.9983248 | 1.2730059 | 1.2730059 | 0.4329406 | 0.4329406 | 0.1195492 | 969 | 1 | 0 | 1 |
| 1.266388 | 103.8164 | 98642 | 1900000 | 119 | 11 | 4.3627367 | 0.3329432 | 0.7538971 | 4.3963615 | 0.9302779 | 0.3832634 | 0.4623160 | 1.0079617 | 1.3071879 | 1.3071879 | 0.4764533 | 0.4764533 | 0.1231797 | 969 | 1 | 0 | 1 |
| 1.266197 | 103.8161 | 98643 | 1380000 | 83 | 11 | 4.4025714 | 0.3478502 | 0.7500960 | 4.4344810 | 0.9688573 | 0.3864984 | 0.4945859 | 1.0360429 | 1.3455542 | 1.3455542 | 0.4953817 | 0.4953817 | 0.1552576 | 969 | 1 | 0 | 1 |
| 1.265864 | 103.8160 | 98644 | 1970000 | 123 | 11 | 4.4276406 | 0.3375633 | 0.7750279 | 4.4529255 | 1.0025129 | 0.4169299 | 0.5035655 | 1.0741746 | 1.3795252 | 1.3795252 | 0.4879742 | 0.4879742 | 0.1927659 | 969 | 1 | 0 | 1 |
| 1.265775 | 103.8157 | 98645 | 1950000 | 124 | 11 | 4.4612894 | 0.3630379 | 0.7657648 | 4.4870820 | 1.0318670 | 0.4157660 | 0.5365899 | 1.0917730 | 1.4039318 | 1.4085711 | 0.5145643 | 0.5145643 | 0.2165251 | 969 | 1 | 0 | 1 |
| 1.266429 | 103.8155 | 98650 | 1940000 | 124 | 11 | 4.4516158 | 0.4185972 | 0.6908863 | 4.4935287 | 0.9981268 | 0.3390778 | 0.5635689 | 1.0290745 | 1.3302493 | 1.3728520 | 0.5670213 | 0.5670213 | 0.1768528 | 969 | 1 | 0 | 1 |
| 1.266183 | 103.8152 | 98651 | 2065000 | 112 | 11 | 4.4910759 | 0.4325609 | 0.6985404 | 4.5298066 | 1.0391207 | 0.3589217 | 0.5923568 | 1.0644673 | 1.3350021 | 1.4137761 | 0.5832378 | 0.5832378 | 0.2178460 | 969 | 1 | 0 | 1 |
| 1.265641 | 103.8147 | 98652 | 1845000 | 114 | 11 | 4.5676511 | 0.4632838 | 0.7278762 | 4.5987188 | 1.1209406 | 0.4137747 | 0.6487016 | 1.1396871 | 1.3557608 | 1.4957415 | 0.6157679 | 0.6157679 | 0.2994335 | 969 | 1 | 0 | 1 |
| 1.265902 | 103.8138 | 98654 | 3759000 | 193 | 11 | 4.6485685 | 0.3833801 | 0.6656921 | 4.6924169 | 1.0728494 | 0.3971207 | 0.6884217 | 1.1534785 | 1.2797571 | 1.5510320 | 0.7237784 | 0.7237784 | 0.3685315 | 969 | 1 | 0 | 1 |
| 1.266309 | 103.8140 | 98655 | 2565000 | 152 | 11 | 4.6027005 | 0.3641190 | 0.6316071 | 4.6531594 | 1.0579302 | 0.3465324 | 0.6757748 | 1.1000886 | 1.2541291 | 1.4990647 | 0.7097250 | 0.7097250 | 0.3225128 | 969 | 1 | 0 | 1 |
| 1.267099 | 103.8148 | 98657 | 1870000 | 124 | 11 | 4.4868788 | 0.3735554 | 0.5887959 | 4.5485348 | 1.0066359 | 0.2526279 | 0.6474703 | 0.9846067 | 1.2267332 | 1.3758444 | 0.6674463 | 0.6674463 | 0.2130571 | 969 | 1 | 0 | 1 |
| 1.313010 | 103.9399 | 469974 | 1030000 | 110 | 18 | 10.3613185 | 0.1451539 | 0.9591289 | 5.2516423 | 0.8558874 | 0.1316835 | 0.1434541 | 0.6068793 | 0.7945167 | 0.7945167 | 1.3385598 | 1.2595627 | 0.2222515 | 1038 | 1 | 0 | 1 |
| 1.312745 | 103.9392 | 469975 | 832500 | 90 | 18 | 10.2801438 | 0.2157415 | 0.9635029 | 5.1795563 | 0.7843045 | 0.1541887 | 0.2211462 | 0.5816729 | 0.8723317 | 0.8723317 | 1.3663396 | 1.3018230 | 0.2479587 | 1038 | 1 | 0 | 1 |
| 1.312745 | 103.9392 | 469976 | 1012000 | 86 | 18 | 10.2801438 | 0.2157415 | 0.9635029 | 5.1795563 | 0.7843045 | 0.1541887 | 0.2211462 | 0.5816729 | 0.8723317 | 0.8723317 | 1.3663396 | 1.3018230 | 0.2479587 | 1038 | 1 | 0 | 1 |
| 1.312372 | 103.9387 | 469970 | 958000 | 133 | 19 | 10.2115553 | 0.2867287 | 0.9897849 | 5.1262206 | 0.7154520 | 0.2113640 | 0.2866564 | 0.5857229 | 0.9440705 | 0.9440705 | 1.4093298 | 1.3550952 | 0.2677234 | 1038 | 1 | 0 | 1 |
| 1.312343 | 103.9384 | 469971 | 885000 | 89 | 19 | 10.1797626 | 0.2955185 | 0.9868527 | 5.0944824 | 0.6935567 | 0.2292052 | 0.3188778 | 0.5739040 | 0.9719965 | 0.9719965 | 1.4144712 | 1.3662555 | 0.2609184 | 1038 | 1 | 0 | 1 |
| 1.312468 | 103.9382 | 469972 | 940000 | 110 | 19 | 10.1573072 | 0.2757329 | 0.9686806 | 5.0648289 | 0.6891274 | 0.2339431 | 0.3436577 | 0.5496226 | 0.9869781 | 0.9869781 | 1.4029361 | 1.3605083 | 0.2373576 | 1038 | 1 | 0 | 1 |
| 1.312745 | 103.9392 | 469973 | 905000 | 91 | 19 | 10.2801438 | 0.2157415 | 0.9635029 | 5.1795563 | 0.7843045 | 0.1541887 | 0.2211462 | 0.5816729 | 0.8723317 | 0.8723317 | 1.3663396 | 1.3018230 | 0.2479587 | 1038 | 1 | 0 | 1 |
| 1.281990 | 103.8030 | 109684 | 3392440 | 350 | 2 | 5.3914452 | 0.3304403 | 0.7207522 | 5.7820472 | 0.5041266 | 0.7204604 | 1.0788482 | 0.3072383 | 0.8846247 | 2.4615107 | 0.6161710 | 0.7673105 | 0.0795551 | 1040 | 1 | 0 | 1 |
| 1.282145 | 103.8028 | 109685 | 2743530 | 211 | 2 | 5.4192563 | 0.2972896 | 0.7252305 | 5.8123153 | 0.4979396 | 0.7249822 | 1.0960055 | 0.3389436 | 0.9166401 | 2.4938933 | 0.6011153 | 0.7607873 | 0.1109905 | 1040 | 1 | 0 | 1 |
| 1.282295 | 103.8025 | 109686 | 2700000 | 99 | 2 | 5.4522638 | 0.2597867 | 0.7350864 | 5.8476348 | 0.4966909 | 0.7348859 | 1.1135403 | 0.3740730 | 0.9518994 | 2.5309956 | 0.5888914 | 0.7582397 | 0.1466435 | 1040 | 1 | 0 | 1 |
| 1.282568 | 103.8026 | 109687 | 2362400 | 174 | 2 | 5.4408918 | 0.2580124 | 0.7059261 | 5.8409005 | 0.4649480 | 0.7057436 | 1.1434268 | 0.3895592 | 0.9667906 | 2.5306217 | 0.5573653 | 0.7263176 | 0.1618504 | 1040 | 1 | 0 | 1 |
| 1.282777 | 103.8025 | 109688 | 2382100 | 184 | 2 | 5.4490851 | 0.2430189 | 0.6957350 | 5.8525156 | 0.4486930 | 0.6955839 | 1.1669074 | 0.4130575 | 0.9898805 | 2.5464658 | 0.5358611 | 0.7089482 | 0.1857352 | 1040 | 1 | 0 | 1 |
| 1.282946 | 103.8021 | 109689 | 2629000 | 191 | 2 | 5.4929500 | 0.1956355 | 0.7158566 | 5.8988299 | 0.4566565 | 0.7157663 | 1.1881396 | 0.4560026 | 1.0336106 | 2.5944516 | 0.5269732 | 0.7126981 | 0.2241528 | 1040 | 1 | 0 | 1 |
| 1.283180 | 103.8020 | 109690 | 1830000 | 95 | 2 | 5.5086289 | 0.1758465 | 0.7118790 | 5.9182228 | 0.4457704 | 0.7118307 | 1.2153197 | 0.4861493 | 1.0636168 | 2.6183098 | 0.5065064 | 0.6984929 | 0.2500005 | 1040 | 1 | 0 | 1 |
| 1.283478 | 103.8022 | 109691 | 1380000 | 93 | 2 | 5.4799596 | 0.2043315 | 0.6692913 | 5.8947042 | 0.4022948 | 0.6692557 | 1.2461867 | 0.4943588 | 1.0696009 | 2.6031196 | 0.4668355 | 0.6555717 | 0.2684304 | 1040 | 1 | 0 | 1 |
| 1.283302 | 103.8029 | 109693 | 1668000 | 191 | 2 | 5.4078407 | 0.2758443 | 0.6264932 | 5.8203630 | 0.3782652 | 0.6263639 | 1.2243045 | 0.4384953 | 1.0087507 | 2.5285422 | 0.4725810 | 0.6391754 | 0.2203087 | 1040 | 1 | 0 | 1 |
| 1.282206 | 103.8037 | 109694 | 2228550 | 191 | 2 | 5.3230291 | 0.3838010 | 0.6617366 | 5.7177204 | 0.4633788 | 0.6613897 | 1.1058363 | 0.2897077 | 0.8588867 | 2.4048332 | 0.5926227 | 0.7054309 | 0.0906141 | 1040 | 1 | 0 | 1 |
| 1.283380 | 103.8037 | 109695 | 1300000 | 100 | 2 | 5.3201547 | 0.3635065 | 0.5589187 | 5.7348305 | 0.3368320 | 0.5586966 | 1.2357420 | 0.4101918 | 0.9645373 | 2.4499844 | 0.4626819 | 0.5998554 | 0.2194328 | 1040 | 1 | 0 | 1 |
| 1.283426 | 103.8040 | 109696 | 2124700 | 191 | 2 | 5.2784774 | 0.3800658 | 0.5281437 | 5.6943514 | 0.3227593 | 0.5278713 | 1.2443123 | 0.4037971 | 0.9465220 | 2.4132534 | 0.4628180 | 0.5839333 | 0.2320356 | 1040 | 1 | 0 | 1 |
| 1.283217 | 103.8042 | 109697 | 1853000 | 191 | 2 | 5.2595244 | 0.4037622 | 0.5350180 | 5.6720214 | 0.3433425 | 0.5346935 | 1.2233584 | 0.3771585 | 0.9167176 | 2.3867340 | 0.4891687 | 0.5854651 | 0.2027838 | 1040 | 1 | 0 | 1 |
| 1.282934 | 103.8041 | 109698 | 2571350 | 191 | 2 | 5.2713306 | 0.4151898 | 0.5671743 | 5.6788757 | 0.3757435 | 0.5668348 | 1.1908797 | 0.3488216 | 0.8959728 | 2.3857697 | 0.5179735 | 0.6144225 | 0.1829482 | 1040 | 1 | 0 | 1 |
| 1.282727 | 103.8042 | 109699 | 1280000 | 93 | 2 | 5.2557316 | 0.4340841 | 0.5775080 | 5.6598543 | 0.3971365 | 0.5771264 | 1.1700021 | 0.3228806 | 0.8679302 | 2.3625384 | 0.5434477 | 0.6181090 | 0.1621528 | 1040 | 1 | 0 | 1 |
| 1.282446 | 103.8039 | 109701 | 3123900 | 355 | 2 | 5.2967746 | 0.4007187 | 0.6254841 | 5.6957553 | 0.4326545 | 0.6251283 | 1.1345374 | 0.3039572 | 0.8647859 | 2.3895889 | 0.5682805 | 0.6686945 | 0.1237364 | 1040 | 1 | 0 | 1 |
| 1.282605 | 103.8036 | 109702 | 2290890 | 174 | 2 | 5.3296290 | 0.3641892 | 0.6303949 | 5.7310828 | 0.4219402 | 0.6300948 | 1.1494310 | 0.3330599 | 0.8988210 | 2.4269595 | 0.5479645 | 0.6817290 | 0.1330976 | 1040 | 1 | 0 | 1 |
| 1.282892 | 103.8037 | 109703 | 2359200 | 174 | 2 | 5.3170494 | 0.3703801 | 0.5979497 | 5.7234848 | 0.3882221 | 0.5976651 | 1.1820162 | 0.3578721 | 0.9175923 | 2.4268032 | 0.5169710 | 0.6506971 | 0.1661449 | 1040 | 1 | 0 | 1 |
| 1.283119 | 103.8035 | 109704 | 2427336 | 174 | 2 | 5.3417102 | 0.3429540 | 0.5946241 | 5.7517727 | 0.3707150 | 0.5943963 | 1.2055708 | 0.3906173 | 0.9526829 | 2.4592142 | 0.4904276 | 0.6338856 | 0.1895123 | 1040 | 1 | 0 | 1 |
| 1.282619 | 103.8034 | 109705 | 2444000 | 174 | 2 | 5.3521915 | 0.3417801 | 0.6430278 | 5.7537172 | 0.4263834 | 0.6427556 | 1.1497575 | 0.3445200 | 0.9138605 | 2.4487966 | 0.5456414 | 0.6894805 | 0.1344522 | 1040 | 1 | 0 | 1 |
| 1.282715 | 103.8029 | 109707 | 1365000 | 97 | 2 | 5.4018447 | 0.2907254 | 0.6675481 | 5.8046050 | 0.4336631 | 0.6673416 | 1.1591734 | 0.3793617 | 0.9535879 | 2.4994301 | 0.5367434 | 0.6962586 | 0.1566144 | 1040 | 1 | 0 | 1 |
| 1.312167 | 103.9375 | 469977 | 1132500 | 204 | 29 | 10.0752058 | 0.3039184 | 0.9938772 | 4.9942118 | 0.6216225 | 0.3095386 | 0.4242275 | 0.5564092 | 1.0681951 | 1.0681951 | 1.4449000 | 1.3958668 | 0.2565271 | 1093 | 1 | 0 | 1 |
| 1.312405 | 103.9369 | 469978 | 1080000 | 87 | 29 | 10.0205827 | 0.2358793 | 0.9652713 | 4.9251386 | 0.6168186 | 0.3447747 | 0.4847153 | 0.5170339 | 1.1102374 | 1.1102374 | 1.4297848 | 1.3301740 | 0.2378981 | 1093 | 1 | 0 | 1 |
| 1.311738 | 103.9356 | 469981 | 825000 | 87 | 29 | 9.8586107 | 0.2323891 | 1.0495112 | 4.7905128 | 0.5043962 | 0.3428379 | 0.6137189 | 0.5893650 | 1.2737241 | 1.2737241 | 1.4704465 | 1.1839661 | 0.1935203 | 1093 | 1 | 0 | 1 |
| 1.311366 | 103.9353 | 469982 | 968000 | 87 | 29 | 9.8114890 | 0.2717134 | 1.0958146 | 4.7611082 | 0.4583419 | 0.3023324 | 0.5679144 | 0.6353417 | 1.3257463 | 1.3257463 | 1.5021165 | 1.1499047 | 0.1945918 | 1093 | 1 | 0 | 1 |
| 1.310789 | 103.9364 | 469983 | 1095000 | 87 | 29 | 9.9119023 | 0.3566073 | 1.1459457 | 4.8957256 | 0.4299131 | 0.4304998 | 0.5900236 | 0.6908835 | 1.2562242 | 1.2562242 | 1.5959757 | 1.2810365 | 0.3290847 | 1093 | 1 | 0 | 1 |
| 1.310901 | 103.9374 | 469984 | 990000 | 87 | 29 | 10.0196802 | 0.3964040 | 1.1333631 | 5.0013441 | 0.4953869 | 0.4269623 | 0.4869084 | 0.6904502 | 1.1623138 | 1.1623138 | 1.5858510 | 1.3883057 | 0.3969980 | 1093 | 1 | 0 | 1 |
| 1.310794 | 103.9380 | 469985 | 870000 | 87 | 29 | 10.0874100 | 0.4524676 | 1.1510293 | 5.0768847 | 0.5332773 | 0.4016737 | 0.4296019 | 0.7196048 | 1.1132492 | 1.1132492 | 1.5891392 | 1.4636936 | 0.4141899 | 1093 | 1 | 0 | 1 |
| 1.266244 | 103.8108 | 98411 | 9600000 | 371 | 4 | 4.9297803 | 0.3113851 | 0.6193250 | 5.0011743 | 0.8665764 | 0.5481271 | 0.4967125 | 0.8571977 | 1.1288220 | 1.7854130 | 1.0492500 | 0.8307668 | 0.4470874 | 1129 | 0 | 0 | 1 |
| 1.266521 | 103.8099 | 98414 | 4500000 | 243 | 4 | 5.0169779 | 0.3438467 | 0.6246463 | 5.0999687 | 0.7988647 | 0.6190681 | 0.4498570 | 0.7524142 | 1.0781278 | 1.8596072 | 1.1612542 | 0.7810709 | 0.4691761 | 1129 | 0 | 0 | 1 |
| 1.266862 | 103.8097 | 98415 | 2900000 | 120 | 4 | 5.0139679 | 0.3257897 | 0.5955998 | 5.1043203 | 0.7590661 | 0.6116063 | 0.4116698 | 0.7453939 | 1.0389247 | 1.8508728 | 1.1824483 | 0.7420870 | 0.4327721 | 1129 | 0 | 0 | 1 |
| 1.266535 | 103.8105 | 98416 | 1500000 | 76 | 4 | 4.9478437 | 0.2979874 | 0.5970635 | 5.0269533 | 0.8235607 | 0.5555621 | 0.4575666 | 0.8264919 | 1.0898782 | 1.7957046 | 1.0894094 | 0.7917564 | 0.4384623 | 1129 | 0 | 0 | 1 |
| 1.266614 | 103.8104 | 98417 | 4680000 | 193 | 4 | 4.9607446 | 0.3003954 | 0.5942876 | 5.0424170 | 0.8086789 | 0.5654547 | 0.4456490 | 0.8098692 | 1.0776867 | 1.8059892 | 1.1087224 | 0.7796327 | 0.4422885 | 1129 | 0 | 0 | 1 |
| 1.267142 | 103.8110 | 98418 | 1919000 | 106 | 4 | 4.8695854 | 0.2113978 | 0.5170462 | 4.9576685 | 0.7876922 | 0.4713317 | 0.4091284 | 0.8919086 | 1.0383891 | 1.7119314 | 1.0540633 | 0.7410867 | 0.3507137 | 1129 | 0 | 0 | 1 |
| 1.267227 | 103.8108 | 98419 | 2550000 | 91 | 4 | 4.8869749 | 0.2150661 | 0.5137570 | 4.9780289 | 0.7686569 | 0.4861154 | 0.3924209 | 0.8712720 | 1.0232261 | 1.7264079 | 1.0785784 | 0.7255079 | 0.3569248 | 1129 | 0 | 0 | 1 |
| 1.351817 | 103.8813 | 534071 | 1445000 | 113 | 2 | 8.2298254 | 0.0354366 | 0.4944066 | 3.9669271 | 0.9665819 | 0.1637159 | 0.8813430 | 0.1742034 | 0.4051429 | 2.4434482 | 0.3255020 | 0.6771451 | 0.1131340 | 1150 | 0 | 0 | 1 |
| 1.352041 | 103.8801 | 534073 | 2750000 | 259 | 2 | 8.2026777 | 0.0191952 | 0.6186865 | 4.0333800 | 1.0223315 | 0.1650800 | 0.7716837 | 0.1659572 | 0.5335261 | 2.3852851 | 0.2134441 | 0.7146171 | 0.0186818 | 1150 | 0 | 0 | 1 |
| 1.352041 | 103.8801 | 534074 | 1185000 | 103 | 2 | 8.2026777 | 0.0191952 | 0.6186865 | 4.0333800 | 1.0223315 | 0.1650800 | 0.7716837 | 0.1659572 | 0.5335261 | 2.3852851 | 0.2134441 | 0.7146171 | 0.0186818 | 1150 | 0 | 0 | 1 |
| 1.351829 | 103.8810 | 534076 | 780000 | 74 | 2 | 8.2170436 | 0.0440378 | 0.5290473 | 3.9798121 | 0.9851681 | 0.1485580 | 0.8486560 | 0.1676005 | 0.4394981 | 2.4321130 | 0.2964980 | 0.6903029 | 0.0783333 | 1150 | 0 | 0 | 1 |
| 1.351829 | 103.8810 | 534077 | 758000 | 51 | 2 | 8.2170436 | 0.0440378 | 0.5290473 | 3.9798121 | 0.9851681 | 0.1485580 | 0.8486560 | 0.1676005 | 0.4394981 | 2.4321130 | 0.2964980 | 0.6903029 | 0.0783333 | 1150 | 0 | 0 | 1 |
| 1.351829 | 103.8810 | 534080 | 1420000 | 113 | 2 | 8.2170436 | 0.0440378 | 0.5290473 | 3.9798121 | 0.9851681 | 0.1485580 | 0.8486560 | 0.1676005 | 0.4394981 | 2.4321130 | 0.2964980 | 0.6903029 | 0.0783333 | 1150 | 0 | 0 | 1 |
| 1.351774 | 103.8813 | 534083 | 1340000 | 113 | 2 | 8.2254359 | 0.0402047 | 0.4948045 | 3.9623487 | 0.9705745 | 0.1597544 | 0.8799281 | 0.1788978 | 0.4040288 | 2.4480799 | 0.3282980 | 0.6815656 | 0.1138085 | 1150 | 0 | 0 | 1 |
| 1.351700 | 103.8812 | 538752 | 1120000 | 92 | 2 | 8.2143495 | 0.0479438 | 0.5045524 | 3.9575750 | 0.9823173 | 0.1479803 | 0.8689624 | 0.1849820 | 0.4111270 | 2.4533061 | 0.3258966 | 0.6925864 | 0.1066094 | 1150 | 0 | 0 | 1 |
| 1.351774 | 103.8813 | 538755 | 1400000 | 113 | 2 | 8.2254359 | 0.0402047 | 0.4948045 | 3.9623487 | 0.9705745 | 0.1597544 | 0.8799281 | 0.1788978 | 0.4040288 | 2.4480799 | 0.3282980 | 0.6815656 | 0.1138085 | 1150 | 0 | 0 | 1 |
| 1.349620 | 103.9591 | 529942 | 835000 | 97 | 19 | 14.0185590 | 0.2536240 | 0.6339597 | 8.1421570 | 1.6660170 | 0.3899260 | 0.9176638 | 0.4163493 | 0.5266271 | 1.4189407 | 1.0149447 | 0.4940479 | 0.2771343 | 1232 | 1 | 0 | 1 |
| 1.349466 | 103.9584 | 529943 | 820000 | 97 | 19 | 13.9452416 | 0.2017404 | 0.6733268 | 8.0667071 | 1.5887371 | 0.3389500 | 0.8899108 | 0.4330718 | 0.5865234 | 1.3703692 | 0.9529274 | 0.5398826 | 0.2370000 | 1232 | 1 | 0 | 1 |
| 1.348913 | 103.9575 | 529944 | 750000 | 87 | 19 | 13.8331027 | 0.1107123 | 0.6190954 | 7.9555058 | 1.4822218 | 0.3262193 | 0.7865568 | 0.4419195 | 0.6361523 | 1.3413886 | 0.8467281 | 0.6395960 | 0.1784810 | 1232 | 1 | 0 | 1 |
| 1.348682 | 103.9580 | 529945 | 975000 | 128 | 19 | 13.8622969 | 0.1260786 | 0.6748951 | 7.9895240 | 1.5246480 | 0.3745252 | 0.7958001 | 0.3889543 | 0.6817721 | 1.3950674 | 0.8578273 | 0.6374570 | 0.1457969 | 1232 | 1 | 0 | 1 |
| 1.348030 | 103.9582 | 529946 | 780000 | 92 | 19 | 13.8412872 | 0.1235165 | 0.7005794 | 7.9763424 | 1.5290433 | 0.4199257 | 0.7537238 | 0.3245919 | 0.7011608 | 1.4592275 | 0.8175488 | 0.6951004 | 0.0759318 | 1232 | 1 | 0 | 1 |
| 1.347739 | 103.9581 | 529947 | 750250 | 89 | 19 | 13.8231736 | 0.1263239 | 0.6683197 | 7.9612841 | 1.5219690 | 0.4006722 | 0.7293127 | 0.3057145 | 0.7011989 | 1.4809465 | 0.7936883 | 0.7256069 | 0.0447397 | 1232 | 1 | 0 | 1 |
| 1.346757 | 103.9586 | 529948 | 765000 | 92 | 19 | 13.8149460 | 0.1390365 | 0.5627077 | 7.9670045 | 1.5637191 | 0.3843179 | 0.6477042 | 0.2042735 | 0.7716609 | 1.5977590 | 0.7671371 | 0.8075922 | 0.0989884 | 1232 | 1 | 0 | 1 |
| 1.315001 | 103.8034 | 267951 | 3282200 | 196 | 1 | 6.3662384 | 0.5825402 | 0.9778542 | 7.0882314 | 0.2884634 | 0.4187137 | 0.5209041 | 0.5457255 | 0.8475681 | 0.8475681 | 1.8912319 | 1.0269413 | 0.2477960 | 1703 | 1 | 0 | 1 |
| 1.314652 | 103.8035 | 267954 | 2595900 | 140 | 1 | 6.3302360 | 0.5851219 | 0.9668069 | 7.1164883 | 0.2943739 | 0.4411490 | 0.5261598 | 0.5693897 | 0.8672734 | 0.8672734 | 1.8889165 | 1.0242209 | 0.2051450 | 1703 | 1 | 0 | 1 |
| 1.314623 | 103.8015 | 267955 | 1466100 | 73 | 1 | 6.5235490 | 0.5430303 | 0.7977679 | 6.8975456 | 0.4988606 | 0.5954330 | 0.7073000 | 0.7140459 | 1.0228165 | 1.0228165 | 1.6862758 | 0.8248679 | 0.3436776 | 1703 | 1 | 0 | 1 |
To display summary statistics of condo_resale:
summary(condo_resale) LATITUDE LONGITUDE POSTCODE SELLING_PRICE
Min. :1.240 Min. :103.7 Min. : 18965 Min. : 540000
1st Qu.:1.309 1st Qu.:103.8 1st Qu.:259849 1st Qu.: 1100000
Median :1.328 Median :103.8 Median :469298 Median : 1383222
Mean :1.334 Mean :103.8 Mean :440439 Mean : 1751211
3rd Qu.:1.357 3rd Qu.:103.9 3rd Qu.:589486 3rd Qu.: 1950000
Max. :1.454 Max. :104.0 Max. :828833 Max. :18000000
AREA_SQM AGE PROX_CBD PROX_CHILDCARE
Min. : 34.0 Min. : 0.00 Min. : 0.3869 Min. :0.004927
1st Qu.:103.0 1st Qu.: 5.00 1st Qu.: 5.5574 1st Qu.:0.174481
Median :121.0 Median :11.00 Median : 9.3567 Median :0.258135
Mean :136.5 Mean :12.14 Mean : 9.3254 Mean :0.326313
3rd Qu.:156.0 3rd Qu.:18.00 3rd Qu.:12.6661 3rd Qu.:0.368293
Max. :619.0 Max. :37.00 Max. :19.1804 Max. :3.465726
PROX_ELDERLYCARE PROX_URA_GROWTH_AREA PROX_HAWKER_MARKET PROX_KINDERGARTEN
Min. :0.05451 Min. :0.2145 Min. :0.05182 Min. :0.004927
1st Qu.:0.61254 1st Qu.:3.1643 1st Qu.:0.55245 1st Qu.:0.276345
Median :0.94179 Median :4.6186 Median :0.90842 Median :0.413385
Mean :1.05351 Mean :4.5981 Mean :1.27987 Mean :0.458903
3rd Qu.:1.35122 3rd Qu.:5.7550 3rd Qu.:1.68578 3rd Qu.:0.578474
Max. :3.94916 Max. :9.1554 Max. :5.37435 Max. :2.229045
PROX_MRT PROX_PARK PROX_PRIMARY_SCH PROX_TOP_PRIMARY_SCH
Min. :0.05278 Min. :0.02906 Min. :0.07711 Min. :0.07711
1st Qu.:0.34646 1st Qu.:0.26211 1st Qu.:0.44024 1st Qu.:1.34451
Median :0.57430 Median :0.39926 Median :0.63505 Median :1.88213
Mean :0.67316 Mean :0.49802 Mean :0.75471 Mean :2.27347
3rd Qu.:0.84844 3rd Qu.:0.65592 3rd Qu.:0.95104 3rd Qu.:2.90954
Max. :3.48037 Max. :2.16105 Max. :3.92899 Max. :6.74819
PROX_SHOPPING_MALL PROX_SUPERMARKET PROX_BUS_STOP NO_Of_UNITS
Min. :0.0000 Min. :0.0000 Min. :0.001595 Min. : 18.0
1st Qu.:0.5258 1st Qu.:0.3695 1st Qu.:0.098356 1st Qu.: 188.8
Median :0.9357 Median :0.5687 Median :0.151710 Median : 360.0
Mean :1.0455 Mean :0.6141 Mean :0.193974 Mean : 409.2
3rd Qu.:1.3994 3rd Qu.:0.7862 3rd Qu.:0.220466 3rd Qu.: 590.0
Max. :3.4774 Max. :2.2441 Max. :2.476639 Max. :1703.0
FAMILY_FRIENDLY FREEHOLD LEASEHOLD_99YR
Min. :0.0000 Min. :0.0000 Min. :0.0000
1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
Median :0.0000 Median :0.0000 Median :0.0000
Mean :0.4868 Mean :0.4227 Mean :0.4882
3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:1.0000
Max. :1.0000 Max. :1.0000 Max. :1.0000
7.2 Converting an Aspatial Data Frame to an sf Object
In this step, we will:
- Use the
st_as_sf()function from the sf package to convert the aspatial data frame into a spatial (sf) object. - Apply
st_transform()to reproject the coordinates from the WGS 84 coordinate system (CRS: 4326) to SVY21 (CRS: 3414), commonly used in Singapore.
condo_resale.sf <- st_as_sf(condo_resale,
coords = c("LONGITUDE", "LATITUDE"),
crs = 4326) %>%
st_transform(crs = 3414)
head(condo_resale.sf)Simple feature collection with 6 features and 21 fields
Geometry type: POINT
Dimension: XY
Bounding box: xmin: 22085.12 ymin: 29951.54 xmax: 41042.56 ymax: 34546.2
Projected CRS: SVY21 / Singapore TM
# A tibble: 6 × 22
POSTCODE SELLING_PRICE AREA_SQM AGE PROX_CBD PROX_CHILDCARE PROX_ELDERLYCARE
<dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 118635 3000000 309 30 7.94 0.166 2.52
2 288420 3880000 290 32 6.61 0.280 1.93
3 267833 3325000 248 33 6.90 0.429 0.502
4 258380 4250000 127 7 4.04 0.395 1.99
5 467169 1400000 145 28 11.8 0.119 1.12
6 466472 1320000 139 22 10.3 0.125 0.789
# ℹ 15 more variables: PROX_URA_GROWTH_AREA <dbl>, PROX_HAWKER_MARKET <dbl>,
# PROX_KINDERGARTEN <dbl>, PROX_MRT <dbl>, PROX_PARK <dbl>,
# PROX_PRIMARY_SCH <dbl>, PROX_TOP_PRIMARY_SCH <dbl>,
# PROX_SHOPPING_MALL <dbl>, PROX_SUPERMARKET <dbl>, PROX_BUS_STOP <dbl>,
# NO_Of_UNITS <dbl>, FAMILY_FRIENDLY <dbl>, FREEHOLD <dbl>,
# LEASEHOLD_99YR <dbl>, geometry <POINT [m]>
- The resulting output is a point-based feature data frame.
8 Exploratory Data Analysis
In the section, we will use statistical graphics functions of ggplot2 package to perform EDA.
8.1 EDA using Statistical Graphics
8.2 6.1.1 Plot Distribution
To plot the distribution of SELLING_PRICE by using histograms:
ggplot(data=condo_resale.sf, aes(x=`SELLING_PRICE`)) +
geom_histogram(bins=20, color="black", fill="light blue")
Observations:
- A right skewed distribution.
- This means that more condominium units were transacted at relative lower prices.
- Statistically, the skewed distribution can be normalised by using log transformation.
condo_resale.sf <- condo_resale.sf %>%
mutate(`LOG_SELLING_PRICE` = log(SELLING_PRICE))
ggplot(data=condo_resale.sf, aes(x=`LOG_SELLING_PRICE`)) +
geom_histogram(bins=20, color="black", fill="light blue")
Notice that the distribution is relatively less skewed after the transformation.
8.3 Multiple Histogram Plots for Variable Distribution
In this section, we will create multiple histograms (also known as a trellis plot or small multiples) to visualize the distribution of several variables. We will use the ggarrange() function from the ggpubr package to organize these histograms into a 3-column by 4-row grid layout.
Show the code
# List of variables to plot
variables <- c("AREA_SQM", "AGE", "PROX_CBD", "PROX_CHILDCARE",
"PROX_ELDERLYCARE", "PROX_URA_GROWTH_AREA",
"PROX_HAWKER_MARKET", "PROX_KINDERGARTEN",
"PROX_MRT", "PROX_PARK", "PROX_PRIMARY_SCH",
"PROX_TOP_PRIMARY_SCH")
histograms <- lapply(variables, function(var) {
ggplot(condo_resale.sf, aes_string(x = var)) +
geom_histogram(bins = 20, color = "black", fill = "lightblue")
})
ggarrange(plotlist = histograms, ncol = 3, nrow = 4)
8.4 Drawing a Statistical Point Map
In this section, we will visualize the geospatial distribution of condominium resale prices in Singapore.
- The map will be prepared by using tmap package.
-
tmap_mode("view")to use the interactive mode of tmap
-
- Then, create an interactive point symbol map
-
tm_dots()is used instead oftm_bubbles() -
set.zoom.limitsargument oftm_view()sets the minimum and maximum zoom level to 11 and 14 respectively.
-
- Lastly,
tmap_mode("plot")to display plot mode
Show the code
tmap_mode("view")
tmap_options(check.and.fix = TRUE)
tm_shape(mpsz_svy21)+
tm_polygons() +
tm_shape(condo_resale.sf) +
tm_dots(col = "SELLING_PRICE",
alpha = 0.6,
style="quantile") +
tm_view(set.zoom.limits = c(11,14))Show the code
tmap_mode("plot")9 Hedonic Pricing Model in R
In this section, we will build a hedonic pricing model for condominium resale units using the lm() function from base R.
9.1 Simple Linear Regression
We start by modeling SELLING_PRICE as the dependent variable and AREA_SQM as the independent variable.
Call:
lm(formula = SELLING_PRICE ~ AREA_SQM, data = condo_resale.sf)
Residuals:
Min 1Q Median 3Q Max
-3695815 -391764 -87517 258900 13503875
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -258121.1 63517.2 -4.064 5.09e-05 ***
AREA_SQM 14719.0 428.1 34.381 < 2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 942700 on 1434 degrees of freedom
Multiple R-squared: 0.4518, Adjusted R-squared: 0.4515
F-statistic: 1182 on 1 and 1434 DF, p-value: < 2.2e-16
Observations:
- The model equation is:
SELLING_PRICE = -258121.1 + 14719 * AREA_SQM - R-squared: 0.4518, indicating the model explains 45% of the variation in resale prices.
- P-value: The very small p-value (< 0.0001) indicates strong evidence to reject the null hypothesis, suggesting the model is a good fit.
- Coefficients: Both the intercept and slope have p-values < 0.001, confirming that the parameters are significant predictors.
To visualize the fit, we can plot the data and the regression line:
ggplot(data = condo_resale.sf, aes(x = AREA_SQM, y = SELLING_PRICE)) +
geom_point() +
geom_smooth(method = lm)
This scatterplot with a fitted regression line highlights some high-price outliers in the dataset.
9.2 Multiple Linear Regression
9.2.1 Checking for Multicollinearity
Before building a multiple regression model, it is essential to ensure that the independent variables are not highly correlated, as this can lead to multicollinearity, which compromises the model’s quality.
A correlation matrix is useful for visualizing relationships between variables. In this case, we use the corrplot package to plot a correlation matrix for the independent variables.
corrplot(cor(condo_resale[, 5:23]), diag = FALSE, order = "AOE",
tl.pos = "td", tl.cex = 0.5, method = "number", type = "upper")
Matrix reorder is very important for mining the hiden structure and patter in the matrix. There are four methods in corrplot (parameter order), named “AOE”, “FPC”, “hclust”, “alphabet”. In the code chunk above, AOE order is used. It orders the variables by using the angular order of the eigenvectors method suggested by Michael Friendly.
Observations:
- From the matrix, we observe that Freehold and LEASE_99YEAR are highly correlated, so only Freehold will be included in the model.
9.3 Building the Multiple Linear Regression Model
We now build a hedonic pricing model using multiple linear regression. The model predicts SELLING_PRICE based on several property characteristics.
condo.mlr <- lm(SELLING_PRICE ~ AREA_SQM + AGE +
PROX_CBD + PROX_CHILDCARE + PROX_ELDERLYCARE +
PROX_URA_GROWTH_AREA + PROX_HAWKER_MARKET +
PROX_KINDERGARTEN + PROX_MRT + PROX_PARK +
PROX_PRIMARY_SCH + PROX_TOP_PRIMARY_SCH +
PROX_SHOPPING_MALL + PROX_SUPERMARKET +
PROX_BUS_STOP + NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sf)
summary(condo.mlr)
Call:
lm(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD + PROX_CHILDCARE +
PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA + PROX_HAWKER_MARKET +
PROX_KINDERGARTEN + PROX_MRT + PROX_PARK + PROX_PRIMARY_SCH +
PROX_TOP_PRIMARY_SCH + PROX_SHOPPING_MALL + PROX_SUPERMARKET +
PROX_BUS_STOP + NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sf)
Residuals:
Min 1Q Median 3Q Max
-3475964 -293923 -23069 241043 12260381
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 481728.40 121441.01 3.967 7.65e-05 ***
AREA_SQM 12708.32 369.59 34.385 < 2e-16 ***
AGE -24440.82 2763.16 -8.845 < 2e-16 ***
PROX_CBD -78669.78 6768.97 -11.622 < 2e-16 ***
PROX_CHILDCARE -351617.91 109467.25 -3.212 0.00135 **
PROX_ELDERLYCARE 171029.42 42110.51 4.061 5.14e-05 ***
PROX_URA_GROWTH_AREA 38474.53 12523.57 3.072 0.00217 **
PROX_HAWKER_MARKET 23746.10 29299.76 0.810 0.41782
PROX_KINDERGARTEN 147468.99 82668.87 1.784 0.07466 .
PROX_MRT -314599.68 57947.44 -5.429 6.66e-08 ***
PROX_PARK 563280.50 66551.68 8.464 < 2e-16 ***
PROX_PRIMARY_SCH 180186.08 65237.95 2.762 0.00582 **
PROX_TOP_PRIMARY_SCH 2280.04 20410.43 0.112 0.91107
PROX_SHOPPING_MALL -206604.06 42840.60 -4.823 1.57e-06 ***
PROX_SUPERMARKET -44991.80 77082.64 -0.584 0.55953
PROX_BUS_STOP 683121.35 138353.28 4.938 8.85e-07 ***
NO_Of_UNITS -231.18 89.03 -2.597 0.00951 **
FAMILY_FRIENDLY 140340.77 47020.55 2.985 0.00289 **
FREEHOLD 359913.01 49220.22 7.312 4.38e-13 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 755800 on 1417 degrees of freedom
Multiple R-squared: 0.6518, Adjusted R-squared: 0.6474
F-statistic: 147.4 on 18 and 1417 DF, p-value: < 2.2e-16
Observations:
-
Significant predictors:
- AREA_SQM (positive): Larger units have higher selling prices.
- AGE (negative): Older units tend to sell for less.
- PROX_CBD (negative): Proximity to the central business district reduces selling prices.
- PROX_PARK (positive): Proximity to parks increases resale prices.
- FREEHOLD (positive): Freehold properties sell for more than leasehold properties.
-
Non-significant predictors (p > 0.05):
- PROX_HAWKER_MARKET, PROX_TOP_PRIMARY_SCH, PROX_SUPERMARKET show weak or no significant relationship with SELLING_PRICE.
9.4 Revising the Hedonic Pricing Model
After reviewing the initial model, we will now remove non-significant variables to improve the model. The revised multiple linear regression model is calibrated as follows:
condo.mlr1 <- lm(formula = SELLING_PRICE ~ AREA_SQM + AGE +
PROX_CBD + PROX_CHILDCARE + PROX_ELDERLYCARE +
PROX_URA_GROWTH_AREA + PROX_MRT + PROX_PARK +
PROX_PRIMARY_SCH + PROX_SHOPPING_MALL + PROX_BUS_STOP +
NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sf)
ols_regress(condo.mlr1) Model Summary
-----------------------------------------------------------------------------
R 0.807 RMSE 751998.679
R-Squared 0.651 MSE 571471422208.592
Adj. R-Squared 0.647 Coef. Var 43.168
Pred R-Squared 0.638 AIC 42966.758
MAE 414819.628 SBC 43051.072
-----------------------------------------------------------------------------
RMSE: Root Mean Square Error
MSE: Mean Square Error
MAE: Mean Absolute Error
AIC: Akaike Information Criteria
SBC: Schwarz Bayesian Criteria
ANOVA
--------------------------------------------------------------------------------
Sum of
Squares DF Mean Square F Sig.
--------------------------------------------------------------------------------
Regression 1.512586e+15 14 1.080418e+14 189.059 0.0000
Residual 8.120609e+14 1421 571471422208.592
Total 2.324647e+15 1435
--------------------------------------------------------------------------------
Parameter Estimates
-----------------------------------------------------------------------------------------------------------------
model Beta Std. Error Std. Beta t Sig lower upper
-----------------------------------------------------------------------------------------------------------------
(Intercept) 527633.222 108183.223 4.877 0.000 315417.244 739849.200
AREA_SQM 12777.523 367.479 0.584 34.771 0.000 12056.663 13498.382
AGE -24687.739 2754.845 -0.167 -8.962 0.000 -30091.739 -19283.740
PROX_CBD -77131.323 5763.125 -0.263 -13.384 0.000 -88436.469 -65826.176
PROX_CHILDCARE -318472.751 107959.512 -0.084 -2.950 0.003 -530249.889 -106695.613
PROX_ELDERLYCARE 185575.623 39901.864 0.090 4.651 0.000 107302.737 263848.510
PROX_URA_GROWTH_AREA 39163.254 11754.829 0.060 3.332 0.001 16104.571 62221.936
PROX_MRT -294745.107 56916.367 -0.112 -5.179 0.000 -406394.234 -183095.980
PROX_PARK 570504.807 65507.029 0.150 8.709 0.000 442003.938 699005.677
PROX_PRIMARY_SCH 159856.136 60234.599 0.062 2.654 0.008 41697.849 278014.424
PROX_SHOPPING_MALL -220947.251 36561.832 -0.115 -6.043 0.000 -292668.213 -149226.288
PROX_BUS_STOP 682482.221 134513.243 0.134 5.074 0.000 418616.359 946348.082
NO_Of_UNITS -245.480 87.947 -0.053 -2.791 0.005 -418.000 -72.961
FAMILY_FRIENDLY 146307.576 46893.021 0.057 3.120 0.002 54320.593 238294.560
FREEHOLD 350599.812 48506.485 0.136 7.228 0.000 255447.802 445751.821
-----------------------------------------------------------------------------------------------------------------
9.5 Publication-Ready Table with gtsummary
The gtsummary package provides an elegant way to create publication-ready regression tables. The following code generates a formatted regression report:
tbl_regression(condo.mlr1, intercept = TRUE)Characteristic |
Beta |
95% CI 1 |
p-value |
|---|---|---|---|
| (Intercept) | 527,633 | 315,417, 739,849 | <0.001 |
| AREA_SQM | 12,778 | 12,057, 13,498 | <0.001 |
| AGE | -24,688 | -30,092, -19,284 | <0.001 |
| PROX_CBD | -77,131 | -88,436, -65,826 | <0.001 |
| PROX_CHILDCARE | -318,473 | -530,250, -106,696 | 0.003 |
| PROX_ELDERLYCARE | 185,576 | 107,303, 263,849 | <0.001 |
| PROX_URA_GROWTH_AREA | 39,163 | 16,105, 62,222 | <0.001 |
| PROX_MRT | -294,745 | -406,394, -183,096 | <0.001 |
| PROX_PARK | 570,505 | 442,004, 699,006 | <0.001 |
| PROX_PRIMARY_SCH | 159,856 | 41,698, 278,014 | 0.008 |
| PROX_SHOPPING_MALL | -220,947 | -292,668, -149,226 | <0.001 |
| PROX_BUS_STOP | 682,482 | 418,616, 946,348 | <0.001 |
| NO_Of_UNITS | -245 | -418, -73 | 0.005 |
| FAMILY_FRIENDLY | 146,308 | 54,321, 238,295 | 0.002 |
| FREEHOLD | 350,600 | 255,448, 445,752 | <0.001 |
|
1
CI = Confidence Interval |
|||
You can further enhance the report by adding model statistics using add_glance_table() or add_glance_source_note():
9.5.1 Checking for Multicollinearity
We can check for multicollinearity using the olsrr package’s ols_vif_tol() function:
ols_vif_tol(condo.mlr1) Variables Tolerance VIF
1 AREA_SQM 0.8728554 1.145665
2 AGE 0.7071275 1.414172
3 PROX_CBD 0.6356147 1.573280
4 PROX_CHILDCARE 0.3066019 3.261559
5 PROX_ELDERLYCARE 0.6598479 1.515501
6 PROX_URA_GROWTH_AREA 0.7510311 1.331503
7 PROX_MRT 0.5236090 1.909822
8 PROX_PARK 0.8279261 1.207837
9 PROX_PRIMARY_SCH 0.4524628 2.210126
10 PROX_SHOPPING_MALL 0.6738795 1.483945
11 PROX_BUS_STOP 0.3514118 2.845664
12 NO_Of_UNITS 0.6901036 1.449058
13 FAMILY_FRIENDLY 0.7244157 1.380423
14 FREEHOLD 0.6931163 1.442759
Observations:
Since the VIF values are all below 10, there is no indication of multicollinearity among the independent variables.
9.5.2 Test for Non-Linearity
In multiple linear regression, it is important for us to test the assumption that linearity and additivity of the relationship between dependent and independent variables.
To test the linearity assumption, we use the ols_plot_resid_fit() function.
ols_plot_resid_fit(condo.mlr1)
Observations:
Most points are scattered around the 0 line, hence we can safely conclude that the relationships between the dependent variable and independent variables are linear.
9.5.3 Test for Normality Assumption
We can assess the normality of residuals with a histogram:
ols_plot_resid_hist(condo.mlr1)
The residuals appear normally distributed. For a formal test, we can use ols_test_normality():
ols_test_normality(condo.mlr1)-----------------------------------------------
Test Statistic pvalue
-----------------------------------------------
Shapiro-Wilk 0.6856 0.0000
Kolmogorov-Smirnov 0.1366 0.0000
Cramer-von Mises 121.0768 0.0000
Anderson-Darling 67.9551 0.0000
-----------------------------------------------
Observations:
The summary table above reveals that the p-values of the four tests are way smaller than the alpha value of 0.05. Hence we will reject the null hypothesis and infer that there is statistical evidence that the residual are not normally distributed.
9.5.4 Testing for Spatial Autocorrelation
Since the hedonic model involves geographically referenced data, it is important to visualize the residuals and test for spatial autocorrelation.
First, we export the residuals from the hedonic pricing model into a data frame.
mlr.output <- as.data.frame(condo.mlr1$residuals)Next, we join the residuals with the condo_resale.sf spatial data frame:
condo_resale.res.sf <- cbind(condo_resale.sf, condo.mlr1$residuals) %>%
rename(MLR_RES = condo.mlr1.residuals)We convert the condo_resale.res.sf from an sf object to a SpatialPointsDataFrame for use with the spdep package:
condo_resale.sp <- as_Spatial(condo_resale.res.sf)
condo_resale.spclass : SpatialPointsDataFrame
features : 1436
extent : 14940.85, 43352.45, 24765.67, 48382.81 (xmin, xmax, ymin, ymax)
crs : +proj=tmerc +lat_0=1.36666666666667 +lon_0=103.833333333333 +k=1 +x_0=28001.642 +y_0=38744.572 +ellps=WGS84 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs
variables : 23
names : POSTCODE, SELLING_PRICE, AREA_SQM, AGE, PROX_CBD, PROX_CHILDCARE, PROX_ELDERLYCARE, PROX_URA_GROWTH_AREA, PROX_HAWKER_MARKET, PROX_KINDERGARTEN, PROX_MRT, PROX_PARK, PROX_PRIMARY_SCH, PROX_TOP_PRIMARY_SCH, PROX_SHOPPING_MALL, ...
min values : 18965, 540000, 34, 0, 0.386916393, 0.004927023, 0.054508623, 0.214539508, 0.051817113, 0.004927023, 0.052779424, 0.029064164, 0.077106132, 0.077106132, 0, ...
max values : 828833, 1.8e+07, 619, 37, 19.18042832, 3.46572633, 3.949157205, 9.15540001, 5.374348075, 2.229045366, 3.48037319, 2.16104919, 3.928989144, 6.748192062, 3.477433767, ...
Using tmap, we visualize the spatial distribution of the residuals:
tmap_mode("view")
tm_shape(mpsz_svy21) +
tmap_options(check.and.fix = TRUE) +
tm_polygons(alpha = 0.4) +
tm_shape(condo_resale.res.sf) +
tm_dots(col = "MLR_RES", alpha = 0.6, style = "quantile") +
tm_view(set.zoom.limits = c(11, 14))tmap_mode("plot")Observations:
The figure above reveal that there is sign of spatial autocorrelation.
To formally test for spatial autocorrelation using Moran’s I Test, we first compute a distance-based weight matrix:
nb <- dnearneigh(coordinates(condo_resale.sp), 0, 1500, longlat = FALSE)
summary(nb)Neighbour list object:
Number of regions: 1436
Number of nonzero links: 66266
Percentage nonzero weights: 3.213526
Average number of links: 46.14624
10 disjoint connected subgraphs
Link number distribution:
1 3 5 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
3 3 9 4 3 15 10 19 17 45 19 5 14 29 19 6 35 45 18 47
25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44
16 43 22 26 21 11 9 23 22 13 16 25 21 37 16 18 8 21 4 12
45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64
8 36 18 14 14 43 11 12 8 13 12 13 4 5 6 12 11 20 29 33
65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84
15 20 10 14 15 15 11 16 12 10 8 19 12 14 9 8 4 13 11 6
85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104
4 9 4 4 4 6 2 16 9 4 5 9 3 9 4 2 1 2 1 1
105 106 107 108 109 110 112 116 125
1 5 9 2 1 3 1 1 1
3 least connected regions:
193 194 277 with 1 link
1 most connected region:
285 with 125 links
Convert the neighbor list into spatial weights:
nb_lw <- nb2listw(nb, style = 'W')
summary(nb_lw)Characteristics of weights list object:
Neighbour list object:
Number of regions: 1436
Number of nonzero links: 66266
Percentage nonzero weights: 3.213526
Average number of links: 46.14624
10 disjoint connected subgraphs
Link number distribution:
1 3 5 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
3 3 9 4 3 15 10 19 17 45 19 5 14 29 19 6 35 45 18 47
25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44
16 43 22 26 21 11 9 23 22 13 16 25 21 37 16 18 8 21 4 12
45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64
8 36 18 14 14 43 11 12 8 13 12 13 4 5 6 12 11 20 29 33
65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84
15 20 10 14 15 15 11 16 12 10 8 19 12 14 9 8 4 13 11 6
85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104
4 9 4 4 4 6 2 16 9 4 5 9 3 9 4 2 1 2 1 1
105 106 107 108 109 110 112 116 125
1 5 9 2 1 3 1 1 1
3 least connected regions:
193 194 277 with 1 link
1 most connected region:
285 with 125 links
Weights style: W
Weights constants summary:
n nn S0 S1 S2
W 1436 2062096 1436 94.81916 5798.341
Finally, perform Moran’s I test on the model residuals:
lm.morantest(condo.mlr1, nb_lw)
Global Moran I for regression residuals
data:
model: lm(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD +
PROX_CHILDCARE + PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA + PROX_MRT +
PROX_PARK + PROX_PRIMARY_SCH + PROX_SHOPPING_MALL + PROX_BUS_STOP +
NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD, data = condo_resale.sf)
weights: nb_lw
Moran I statistic standard deviate = 24.366, p-value < 2.2e-16
alternative hypothesis: greater
sample estimates:
Observed Moran I Expectation Variance
1.438876e-01 -5.487594e-03 3.758259e-05
Observations:
- P-value: The p-value is extremely small (< 0.05), leading us to reject the null hypothesis that residuals are randomly distributed.
- Observed Moran’s I: The value of 0.1424418 (greater than 0) indicates that residuals show a clustered pattern, confirming the presence of spatial autocorrelation.
10 Building Hedonic Pricing Models using GWmodel
In this section, we will model hedonic pricing using both fixed and adaptive bandwidth schemes.
10.1 Building Fixed Bandwidth GWR Model
10.1.1 Computing Fixed Bandwidth
We use the bw.gwr() function from the GWModel package to determine the optimal fixed bandwidth for the model.
Setting adaptive = FALSE ensures that we are calculating a fixed bandwidth. There are two possible approaches for determining the stopping rule: CV cross-validation and AICc. In this case, we use the cross-validation approach (approach = "CV").
bw.fixed <- bw.gwr(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD +
PROX_CHILDCARE + PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA +
PROX_MRT + PROX_PARK + PROX_PRIMARY_SCH +
PROX_SHOPPING_MALL + PROX_BUS_STOP + NO_Of_UNITS +
FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp,
approach = "CV",
kernel = "gaussian",
adaptive = FALSE,
longlat = FALSE)Fixed bandwidth: 17660.96 CV score: 8.259118e+14
Fixed bandwidth: 10917.26 CV score: 7.970454e+14
Fixed bandwidth: 6749.419 CV score: 7.273273e+14
Fixed bandwidth: 4173.553 CV score: 6.300006e+14
Fixed bandwidth: 2581.58 CV score: 5.404958e+14
Fixed bandwidth: 1597.687 CV score: 4.857515e+14
Fixed bandwidth: 989.6077 CV score: 4.722431e+14
Fixed bandwidth: 613.7939 CV score: 1.379526e+16
Fixed bandwidth: 1221.873 CV score: 4.778717e+14
Fixed bandwidth: 846.0596 CV score: 4.791629e+14
Fixed bandwidth: 1078.325 CV score: 4.751406e+14
Fixed bandwidth: 934.7772 CV score: 4.72518e+14
Fixed bandwidth: 1023.495 CV score: 4.730305e+14
Fixed bandwidth: 968.6643 CV score: 4.721317e+14
Fixed bandwidth: 955.7206 CV score: 4.722072e+14
Fixed bandwidth: 976.6639 CV score: 4.721387e+14
Fixed bandwidth: 963.7202 CV score: 4.721484e+14
Fixed bandwidth: 971.7199 CV score: 4.721293e+14
Fixed bandwidth: 973.6083 CV score: 4.721309e+14
Fixed bandwidth: 970.5527 CV score: 4.721295e+14
Fixed bandwidth: 972.4412 CV score: 4.721296e+14
Fixed bandwidth: 971.2741 CV score: 4.721292e+14
Fixed bandwidth: 970.9985 CV score: 4.721293e+14
Fixed bandwidth: 971.4443 CV score: 4.721292e+14
Fixed bandwidth: 971.5496 CV score: 4.721293e+14
Fixed bandwidth: 971.3793 CV score: 4.721292e+14
Fixed bandwidth: 971.3391 CV score: 4.721292e+14
Fixed bandwidth: 971.3143 CV score: 4.721292e+14
Fixed bandwidth: 971.3545 CV score: 4.721292e+14
Fixed bandwidth: 971.3296 CV score: 4.721292e+14
Fixed bandwidth: 971.345 CV score: 4.721292e+14
Fixed bandwidth: 971.3355 CV score: 4.721292e+14
Fixed bandwidth: 971.3413 CV score: 4.721292e+14
Fixed bandwidth: 971.3377 CV score: 4.721292e+14
Fixed bandwidth: 971.34 CV score: 4.721292e+14
Fixed bandwidth: 971.3405 CV score: 4.721292e+14
Fixed bandwidth: 971.3396 CV score: 4.721292e+14
Fixed bandwidth: 971.3402 CV score: 4.721292e+14
Fixed bandwidth: 971.3398 CV score: 4.721292e+14
Fixed bandwidth: 971.34 CV score: 4.721292e+14
Fixed bandwidth: 971.3399 CV score: 4.721292e+14
Fixed bandwidth: 971.34 CV score: 4.721292e+14
The recommended bandwidth is 971.34 meters.
Quiz Answer:
The bandwidth is in meters because the model is using projected coordinates, SVY21, where distances are measured in meters.
10.1.2 GWModel Method - Fixed Bandwidth
We can now calibrate the GWR model using a fixed bandwidth and a Gaussian kernel with the following code:
gwr.fixed <- gwr.basic(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD +
PROX_CHILDCARE + PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA +
PROX_MRT + PROX_PARK + PROX_PRIMARY_SCH +
PROX_SHOPPING_MALL + PROX_BUS_STOP + NO_Of_UNITS +
FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp,
bw = bw.fixed,
kernel = 'gaussian',
longlat = FALSE)
gwr.fixed ***********************************************************************
* Package GWmodel *
***********************************************************************
Program starts at: 2024-10-14 19:42:25.089058
Call:
gwr.basic(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD +
PROX_CHILDCARE + PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA +
PROX_MRT + PROX_PARK + PROX_PRIMARY_SCH + PROX_SHOPPING_MALL +
PROX_BUS_STOP + NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp, bw = bw.fixed, kernel = "gaussian",
longlat = FALSE)
Dependent (y) variable: SELLING_PRICE
Independent variables: AREA_SQM AGE PROX_CBD PROX_CHILDCARE PROX_ELDERLYCARE PROX_URA_GROWTH_AREA PROX_MRT PROX_PARK PROX_PRIMARY_SCH PROX_SHOPPING_MALL PROX_BUS_STOP NO_Of_UNITS FAMILY_FRIENDLY FREEHOLD
Number of data points: 1436
***********************************************************************
* Results of Global Regression *
***********************************************************************
Call:
lm(formula = formula, data = data)
Residuals:
Min 1Q Median 3Q Max
-3470778 -298119 -23481 248917 12234210
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 527633.22 108183.22 4.877 1.20e-06 ***
AREA_SQM 12777.52 367.48 34.771 < 2e-16 ***
AGE -24687.74 2754.84 -8.962 < 2e-16 ***
PROX_CBD -77131.32 5763.12 -13.384 < 2e-16 ***
PROX_CHILDCARE -318472.75 107959.51 -2.950 0.003231 **
PROX_ELDERLYCARE 185575.62 39901.86 4.651 3.61e-06 ***
PROX_URA_GROWTH_AREA 39163.25 11754.83 3.332 0.000885 ***
PROX_MRT -294745.11 56916.37 -5.179 2.56e-07 ***
PROX_PARK 570504.81 65507.03 8.709 < 2e-16 ***
PROX_PRIMARY_SCH 159856.14 60234.60 2.654 0.008046 **
PROX_SHOPPING_MALL -220947.25 36561.83 -6.043 1.93e-09 ***
PROX_BUS_STOP 682482.22 134513.24 5.074 4.42e-07 ***
NO_Of_UNITS -245.48 87.95 -2.791 0.005321 **
FAMILY_FRIENDLY 146307.58 46893.02 3.120 0.001845 **
FREEHOLD 350599.81 48506.48 7.228 7.98e-13 ***
---Significance stars
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 756000 on 1421 degrees of freedom
Multiple R-squared: 0.6507
Adjusted R-squared: 0.6472
F-statistic: 189.1 on 14 and 1421 DF, p-value: < 2.2e-16
***Extra Diagnostic information
Residual sum of squares: 8.120609e+14
Sigma(hat): 752522.9
AIC: 42966.76
AICc: 42967.14
BIC: 41731.39
***********************************************************************
* Results of Geographically Weighted Regression *
***********************************************************************
*********************Model calibration information*********************
Kernel function: gaussian
Fixed bandwidth: 971.34
Regression points: the same locations as observations are used.
Distance metric: Euclidean distance metric is used.
****************Summary of GWR coefficient estimates:******************
Min. 1st Qu. Median 3rd Qu.
Intercept -3.5988e+07 -5.1998e+05 7.6780e+05 1.7412e+06
AREA_SQM 1.0003e+03 5.2758e+03 7.4740e+03 1.2301e+04
AGE -1.3475e+05 -2.0813e+04 -8.6260e+03 -3.7784e+03
PROX_CBD -7.7047e+07 -2.3608e+05 -8.3599e+04 3.4646e+04
PROX_CHILDCARE -6.0097e+06 -3.3667e+05 -9.7426e+04 2.9007e+05
PROX_ELDERLYCARE -3.5001e+06 -1.5970e+05 3.1970e+04 1.9577e+05
PROX_URA_GROWTH_AREA -3.0170e+06 -8.2013e+04 7.0749e+04 2.2612e+05
PROX_MRT -3.5282e+06 -6.5836e+05 -1.8833e+05 3.6922e+04
PROX_PARK -1.2062e+06 -2.1732e+05 3.5383e+04 4.1335e+05
PROX_PRIMARY_SCH -2.2695e+07 -1.7066e+05 4.8472e+04 5.1555e+05
PROX_SHOPPING_MALL -7.2585e+06 -1.6684e+05 -1.0517e+04 1.5923e+05
PROX_BUS_STOP -1.4676e+06 -4.5207e+04 3.7601e+05 1.1664e+06
NO_Of_UNITS -1.3170e+03 -2.4822e+02 -3.0846e+01 2.5496e+02
FAMILY_FRIENDLY -2.2749e+06 -1.1140e+05 7.6214e+03 1.6107e+05
FREEHOLD -9.2067e+06 3.8074e+04 1.5169e+05 3.7528e+05
Max.
Intercept 112794435
AREA_SQM 21575
AGE 434203
PROX_CBD 2704604
PROX_CHILDCARE 1654086
PROX_ELDERLYCARE 38867861
PROX_URA_GROWTH_AREA 78515805
PROX_MRT 3124325
PROX_PARK 18122439
PROX_PRIMARY_SCH 4637517
PROX_SHOPPING_MALL 1529953
PROX_BUS_STOP 11342209
NO_Of_UNITS 12907
FAMILY_FRIENDLY 1720745
FREEHOLD 6073642
************************Diagnostic information*************************
Number of data points: 1436
Effective number of parameters (2trace(S) - trace(S'S)): 438.3807
Effective degrees of freedom (n-2trace(S) + trace(S'S)): 997.6193
AICc (GWR book, Fotheringham, et al. 2002, p. 61, eq 2.33): 42263.61
AIC (GWR book, Fotheringham, et al. 2002,GWR p. 96, eq. 4.22): 41632.36
BIC (GWR book, Fotheringham, et al. 2002,GWR p. 61, eq. 2.34): 42515.71
Residual sum of squares: 2.534069e+14
R-square value: 0.8909912
Adjusted R-square value: 0.8430418
***********************************************************************
Program stops at: 2024-10-14 19:42:26.316667
Observations:
The AICc for this fixed bandwidth GWR model is 42263.61, which is lower than the global multiple linear regression model (AICc = 42967.1), indicating a better fit.
10.2 Building Adaptive Bandwidth GWR Model
10.2.1 Computing the Adaptive Bandwidth
To compute the adaptive bandwidth, we set adaptive = TRUE in the bw.gwr() function:
bw.adaptive <- bw.gwr(formula = SELLING_PRICE ~ AREA_SQM + AGE +
PROX_CBD + PROX_CHILDCARE + PROX_ELDERLYCARE +
PROX_URA_GROWTH_AREA + PROX_MRT + PROX_PARK +
PROX_PRIMARY_SCH + PROX_SHOPPING_MALL + PROX_BUS_STOP +
NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp,
approach = "CV",
kernel = "gaussian",
adaptive = TRUE,
longlat = FALSE)Adaptive bandwidth: 895 CV score: 7.952401e+14
Adaptive bandwidth: 561 CV score: 7.667364e+14
Adaptive bandwidth: 354 CV score: 6.953454e+14
Adaptive bandwidth: 226 CV score: 6.15223e+14
Adaptive bandwidth: 147 CV score: 5.674373e+14
Adaptive bandwidth: 98 CV score: 5.426745e+14
Adaptive bandwidth: 68 CV score: 5.168117e+14
Adaptive bandwidth: 49 CV score: 4.859631e+14
Adaptive bandwidth: 37 CV score: 4.646518e+14
Adaptive bandwidth: 30 CV score: 4.422088e+14
Adaptive bandwidth: 25 CV score: 4.430816e+14
Adaptive bandwidth: 32 CV score: 4.505602e+14
Adaptive bandwidth: 27 CV score: 4.462172e+14
Adaptive bandwidth: 30 CV score: 4.422088e+14
Observations:
The result suggests using 30 data points for the adaptive bandwidth.
10.2.2 Constructing the Adaptive Bandwidth GWR Model
We can now calibrate the GWR model with the adaptive bandwidth:
gwr.adaptive <- gwr.basic(formula = SELLING_PRICE ~ AREA_SQM + AGE +
PROX_CBD + PROX_CHILDCARE + PROX_ELDERLYCARE +
PROX_URA_GROWTH_AREA + PROX_MRT + PROX_PARK +
PROX_PRIMARY_SCH + PROX_SHOPPING_MALL + PROX_BUS_STOP +
NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp,
bw = bw.adaptive,
kernel = 'gaussian',
adaptive = TRUE,
longlat = FALSE)
gwr.adaptive ***********************************************************************
* Package GWmodel *
***********************************************************************
Program starts at: 2024-10-14 19:42:35.458291
Call:
gwr.basic(formula = SELLING_PRICE ~ AREA_SQM + AGE + PROX_CBD +
PROX_CHILDCARE + PROX_ELDERLYCARE + PROX_URA_GROWTH_AREA +
PROX_MRT + PROX_PARK + PROX_PRIMARY_SCH + PROX_SHOPPING_MALL +
PROX_BUS_STOP + NO_Of_UNITS + FAMILY_FRIENDLY + FREEHOLD,
data = condo_resale.sp, bw = bw.adaptive, kernel = "gaussian",
adaptive = TRUE, longlat = FALSE)
Dependent (y) variable: SELLING_PRICE
Independent variables: AREA_SQM AGE PROX_CBD PROX_CHILDCARE PROX_ELDERLYCARE PROX_URA_GROWTH_AREA PROX_MRT PROX_PARK PROX_PRIMARY_SCH PROX_SHOPPING_MALL PROX_BUS_STOP NO_Of_UNITS FAMILY_FRIENDLY FREEHOLD
Number of data points: 1436
***********************************************************************
* Results of Global Regression *
***********************************************************************
Call:
lm(formula = formula, data = data)
Residuals:
Min 1Q Median 3Q Max
-3470778 -298119 -23481 248917 12234210
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 527633.22 108183.22 4.877 1.20e-06 ***
AREA_SQM 12777.52 367.48 34.771 < 2e-16 ***
AGE -24687.74 2754.84 -8.962 < 2e-16 ***
PROX_CBD -77131.32 5763.12 -13.384 < 2e-16 ***
PROX_CHILDCARE -318472.75 107959.51 -2.950 0.003231 **
PROX_ELDERLYCARE 185575.62 39901.86 4.651 3.61e-06 ***
PROX_URA_GROWTH_AREA 39163.25 11754.83 3.332 0.000885 ***
PROX_MRT -294745.11 56916.37 -5.179 2.56e-07 ***
PROX_PARK 570504.81 65507.03 8.709 < 2e-16 ***
PROX_PRIMARY_SCH 159856.14 60234.60 2.654 0.008046 **
PROX_SHOPPING_MALL -220947.25 36561.83 -6.043 1.93e-09 ***
PROX_BUS_STOP 682482.22 134513.24 5.074 4.42e-07 ***
NO_Of_UNITS -245.48 87.95 -2.791 0.005321 **
FAMILY_FRIENDLY 146307.58 46893.02 3.120 0.001845 **
FREEHOLD 350599.81 48506.48 7.228 7.98e-13 ***
---Significance stars
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 756000 on 1421 degrees of freedom
Multiple R-squared: 0.6507
Adjusted R-squared: 0.6472
F-statistic: 189.1 on 14 and 1421 DF, p-value: < 2.2e-16
***Extra Diagnostic information
Residual sum of squares: 8.120609e+14
Sigma(hat): 752522.9
AIC: 42966.76
AICc: 42967.14
BIC: 41731.39
***********************************************************************
* Results of Geographically Weighted Regression *
***********************************************************************
*********************Model calibration information*********************
Kernel function: gaussian
Adaptive bandwidth: 30 (number of nearest neighbours)
Regression points: the same locations as observations are used.
Distance metric: Euclidean distance metric is used.
****************Summary of GWR coefficient estimates:******************
Min. 1st Qu. Median 3rd Qu.
Intercept -1.3487e+08 -2.4669e+05 7.7928e+05 1.6194e+06
AREA_SQM 3.3188e+03 5.6285e+03 7.7825e+03 1.2738e+04
AGE -9.6746e+04 -2.9288e+04 -1.4043e+04 -5.6119e+03
PROX_CBD -2.5330e+06 -1.6256e+05 -7.7242e+04 2.6624e+03
PROX_CHILDCARE -1.2790e+06 -2.0175e+05 8.7158e+03 3.7778e+05
PROX_ELDERLYCARE -1.6212e+06 -9.2050e+04 6.1029e+04 2.8184e+05
PROX_URA_GROWTH_AREA -7.2686e+06 -3.0350e+04 4.5869e+04 2.4613e+05
PROX_MRT -4.3781e+07 -6.7282e+05 -2.2115e+05 -7.4593e+04
PROX_PARK -2.9020e+06 -1.6782e+05 1.1601e+05 4.6572e+05
PROX_PRIMARY_SCH -8.6418e+05 -1.6627e+05 -7.7853e+03 4.3222e+05
PROX_SHOPPING_MALL -1.8272e+06 -1.3175e+05 -1.4049e+04 1.3799e+05
PROX_BUS_STOP -2.0579e+06 -7.1461e+04 4.1104e+05 1.2071e+06
NO_Of_UNITS -2.1993e+03 -2.3685e+02 -3.4699e+01 1.1657e+02
FAMILY_FRIENDLY -5.9879e+05 -5.0927e+04 2.6173e+04 2.2481e+05
FREEHOLD -1.6340e+05 4.0765e+04 1.9023e+05 3.7960e+05
Max.
Intercept 18758355
AREA_SQM 23064
AGE 13303
PROX_CBD 11346650
PROX_CHILDCARE 2892127
PROX_ELDERLYCARE 2465671
PROX_URA_GROWTH_AREA 7384059
PROX_MRT 1186242
PROX_PARK 2588497
PROX_PRIMARY_SCH 3381462
PROX_SHOPPING_MALL 38038564
PROX_BUS_STOP 12081592
NO_Of_UNITS 1010
FAMILY_FRIENDLY 2072414
FREEHOLD 1813995
************************Diagnostic information*************************
Number of data points: 1436
Effective number of parameters (2trace(S) - trace(S'S)): 350.3088
Effective degrees of freedom (n-2trace(S) + trace(S'S)): 1085.691
AICc (GWR book, Fotheringham, et al. 2002, p. 61, eq 2.33): 41982.22
AIC (GWR book, Fotheringham, et al. 2002,GWR p. 96, eq. 4.22): 41546.74
BIC (GWR book, Fotheringham, et al. 2002,GWR p. 61, eq. 2.34): 41914.08
Residual sum of squares: 2.528227e+14
R-square value: 0.8912425
Adjusted R-square value: 0.8561185
***********************************************************************
Program stops at: 2024-10-14 19:42:36.782109
Observations:
The AICc for the adaptive bandwidth GWR model is 41982.22, which is even lower than the fixed bandwidth GWR model (AICc = 42263.61), indicating an improved model fit.
10.3 Visualizing GWR Output
The output from GWR includes fields for observed and predicted values, residuals, local R², condition numbers, and explanatory variable coefficients:
- Condition Number: Identifies areas with strong local collinearity. Values over 30 may indicate unreliable results.
- Local R²: Indicates how well the local model fits the observed values (ranges between 0.0 and 1.0). Mapping this can reveal where the model predicts well or poorly.
- Predicted Values: The estimated y values (fitted) by GWR.
- Residuals: Difference between observed and predicted values. Standardized residuals should have a mean of zero and a standard deviation of 1.
- Coefficient Standard Error: Measures the reliability of coefficient estimates. Smaller standard errors relative to coefficients indicate greater confidence in estimates.
These fields are stored in the SDF object from the GWR output, which is a SpatialPointsDataFrame or SpatialPolygonsDataFrame.
10.4 Converting SDF to sf Data Frame
We first convert the SDF into an sf data frame for visualization:
condo_resale.sf.adaptive <- st_as_sf(gwr.adaptive$SDF) %>%
st_transform(crs = 3414)
condo_resale.sf.adaptive.svy21 <- st_transform(condo_resale.sf.adaptive, 3414)
condo_resale.sf.adaptive.svy21 Simple feature collection with 1436 features and 51 fields
Geometry type: POINT
Dimension: XY
Bounding box: xmin: 14940.85 ymin: 24765.67 xmax: 43352.45 ymax: 48382.81
Projected CRS: SVY21 / Singapore TM
First 10 features:
Intercept AREA_SQM AGE PROX_CBD PROX_CHILDCARE PROX_ELDERLYCARE
1 2050011.7 9561.892 -9514.634 -120681.9 319266.92 -393417.79
2 1633128.2 16576.853 -58185.479 -149434.2 441102.18 325188.74
3 3433608.2 13091.861 -26707.386 -259397.8 -120116.82 535855.81
4 234358.9 20730.601 -93308.988 2426853.7 480825.28 314783.72
5 2285804.9 6722.836 -17608.018 -316835.5 90764.78 -137384.61
6 -3568877.4 6039.581 -26535.592 327306.1 -152531.19 -700392.85
7 -2874842.4 16843.575 -59166.727 -983577.2 -177810.50 -122384.02
8 2038086.0 6905.135 -17681.897 -285076.6 70259.40 -96012.78
9 1718478.4 9580.703 -14401.128 105803.4 -657698.02 -123276.00
10 3457054.0 14072.011 -31579.884 -234895.4 79961.45 548581.04
PROX_URA_GROWTH_AREA PROX_MRT PROX_PARK PROX_PRIMARY_SCH
1 -159980.20 -299742.96 -172104.47 242668.03
2 -142290.39 -2510522.23 523379.72 1106830.66
3 -253621.21 -936853.28 209099.85 571462.33
4 -2679297.89 -2039479.50 -759153.26 3127477.21
5 303714.81 -44567.05 -10284.62 30413.56
6 -28051.25 733566.47 1511488.92 320878.23
7 1397676.38 -2745430.34 710114.74 1786570.95
8 269368.71 -14552.99 73533.34 53359.73
9 -361974.72 -476785.32 -132067.59 -40128.92
10 -150024.38 -1503835.53 574155.47 108996.67
PROX_SHOPPING_MALL PROX_BUS_STOP NO_Of_UNITS FAMILY_FRIENDLY FREEHOLD
1 300881.390 1210615.4 104.8290640 -9075.370 303955.6
2 -87693.378 1843587.2 -288.3441183 310074.664 396221.3
3 -126732.712 1411924.9 -9.5532945 5949.746 168821.7
4 -29593.342 7225577.5 -161.3551620 1556178.531 1212515.6
5 -7490.586 677577.0 42.2659674 58986.951 328175.2
6 258583.881 1086012.6 -214.3671271 201992.641 471873.1
7 -384251.210 5094060.5 -0.9212521 359659.512 408871.9
8 -39634.902 735767.1 30.1741069 55602.506 347075.0
9 276718.757 2815772.4 675.1615559 -30453.297 503872.8
10 -454726.822 2123557.0 -21.3044311 -100935.586 213324.6
y yhat residual CV_Score Stud_residual Intercept_SE AREA_SQM_SE
1 3000000 2886532 113468.16 0 0.38207013 516105.5 823.2860
2 3880000 3466801 413198.52 0 1.01433140 488083.5 825.2380
3 3325000 3616527 -291527.20 0 -0.83780678 963711.4 988.2240
4 4250000 5435482 -1185481.63 0 -2.84614670 444185.5 617.4007
5 1400000 1388166 11834.26 0 0.03404453 2119620.6 1376.2778
6 1320000 1516702 -196701.95 0 -0.72065801 28572883.7 2348.0091
7 3410000 3266881 143118.77 0 0.41291992 679546.6 893.5893
8 1420000 1431955 -11955.27 0 -0.03033109 2217773.1 1415.2604
9 2025000 1832799 192200.83 0 0.52018109 814281.8 943.8434
10 2550000 2223364 326635.53 0 1.10559735 2410252.0 1271.4073
AGE_SE PROX_CBD_SE PROX_CHILDCARE_SE PROX_ELDERLYCARE_SE
1 5889.782 37411.22 319111.1 120633.34
2 6226.916 23615.06 299705.3 84546.69
3 6510.236 56103.77 349128.5 129687.07
4 6010.511 469337.41 304965.2 127150.69
5 8180.361 410644.47 698720.6 327371.55
6 14601.909 5272846.47 1141599.8 1653002.19
7 8970.629 346164.20 530101.1 148598.71
8 8661.309 438035.69 742532.8 399221.05
9 11791.208 89148.35 704630.7 329683.30
10 9941.980 173532.77 500976.2 281876.74
PROX_URA_GROWTH_AREA_SE PROX_MRT_SE PROX_PARK_SE PROX_PRIMARY_SCH_SE
1 56207.39 185181.3 205499.6 152400.7
2 76956.50 281133.9 229358.7 165150.7
3 95774.60 275483.7 314124.3 196662.6
4 470762.12 279877.1 227249.4 240878.9
5 474339.56 363830.0 364580.9 249087.7
6 5496627.21 730453.2 1741712.0 683265.5
7 371692.97 375511.9 297400.9 344602.8
8 517977.91 423155.4 440984.4 261251.2
9 153436.22 285325.4 304998.4 278258.5
10 239182.57 571355.7 599131.8 331284.8
PROX_SHOPPING_MALL_SE PROX_BUS_STOP_SE NO_Of_UNITS_SE FAMILY_FRIENDLY_SE
1 109268.8 600668.6 218.1258 131474.7
2 98906.8 410222.1 208.9410 114989.1
3 119913.3 464156.7 210.9828 146607.2
4 177104.1 562810.8 361.7767 108726.6
5 301032.9 740922.4 299.5034 160663.7
6 2931208.6 1418333.3 602.5571 331727.0
7 249969.5 821236.4 532.1978 129241.2
8 351634.0 775038.4 338.6777 171895.1
9 289872.7 850095.5 439.9037 220223.4
10 265529.7 631399.2 259.0169 189125.5
FREEHOLD_SE Intercept_TV AREA_SQM_TV AGE_TV PROX_CBD_TV
1 115954.0 3.9720784 11.614302 -1.615447 -3.22582173
2 130110.0 3.3460017 20.087361 -9.344188 -6.32792021
3 141031.5 3.5629010 13.247868 -4.102368 -4.62353528
4 138239.1 0.5276150 33.577223 -15.524302 5.17080808
5 210641.1 1.0784029 4.884795 -2.152474 -0.77155660
6 374347.3 -0.1249043 2.572214 -1.817269 0.06207388
7 182216.9 -4.2305303 18.849348 -6.595605 -2.84136028
8 216649.4 0.9189786 4.879056 -2.041481 -0.65080678
9 220473.7 2.1104224 10.150733 -1.221345 1.18682383
10 206346.2 1.4343123 11.068059 -3.176418 -1.35360852
PROX_CHILDCARE_TV PROX_ELDERLYCARE_TV PROX_URA_GROWTH_AREA_TV PROX_MRT_TV
1 1.00048819 -3.2612693 -2.846248368 -1.61864578
2 1.47178634 3.8462625 -1.848971738 -8.92998600
3 -0.34404755 4.1319138 -2.648105057 -3.40075727
4 1.57665606 2.4756745 -5.691404992 -7.28705261
5 0.12990138 -0.4196596 0.640289855 -0.12249416
6 -0.13361179 -0.4237096 -0.005103357 1.00426206
7 -0.33542751 -0.8235874 3.760298131 -7.31116712
8 0.09462126 -0.2405003 0.520038994 -0.03439159
9 -0.93339393 -0.3739225 -2.359121712 -1.67102293
10 0.15961128 1.9461735 -0.627237944 -2.63204802
PROX_PARK_TV PROX_PRIMARY_SCH_TV PROX_SHOPPING_MALL_TV PROX_BUS_STOP_TV
1 -0.83749312 1.5923022 2.75358842 2.0154464
2 2.28192684 6.7019454 -0.88662640 4.4941192
3 0.66565951 2.9058009 -1.05686949 3.0419145
4 -3.34061770 12.9836105 -0.16709578 12.8383775
5 -0.02820944 0.1220998 -0.02488294 0.9145046
6 0.86781794 0.4696245 0.08821750 0.7656963
7 2.38773567 5.1844351 -1.53719231 6.2029165
8 0.16674816 0.2042469 -0.11271635 0.9493299
9 -0.43301073 -0.1442145 0.95462153 3.3123012
10 0.95831249 0.3290120 -1.71252687 3.3632555
NO_Of_UNITS_TV FAMILY_FRIENDLY_TV FREEHOLD_TV Local_R2
1 0.480589953 -0.06902748 2.621347 0.8846744
2 -1.380026395 2.69655779 3.045280 0.8899773
3 -0.045279967 0.04058290 1.197050 0.8947007
4 -0.446007570 14.31276425 8.771149 0.9073605
5 0.141120178 0.36714544 1.557983 0.9510057
6 -0.355762335 0.60891234 1.260522 0.9247586
7 -0.001731033 2.78285441 2.243875 0.8310458
8 0.089093858 0.32346758 1.602012 0.9463936
9 1.534793921 -0.13828365 2.285410 0.8380365
10 -0.082251138 -0.53369623 1.033819 0.9080753
geometry
1 POINT (22085.12 29951.54)
2 POINT (25656.84 34546.2)
3 POINT (23963.99 32890.8)
4 POINT (27044.28 32319.77)
5 POINT (41042.56 33743.64)
6 POINT (39717.04 32943.1)
7 POINT (28419.1 33513.37)
8 POINT (40763.57 33879.61)
9 POINT (23595.63 28884.78)
10 POINT (24586.56 33194.31)
gwr.adaptive.output <- as.data.frame(gwr.adaptive$SDF)
condo_resale.sf.adaptive <- cbind(condo_resale.res.sf, as.matrix(gwr.adaptive.output))We can check the contents using glimpse and summary:
glimpse(condo_resale.sf.adaptive)Rows: 1,436
Columns: 77
$ POSTCODE <dbl> 118635, 288420, 267833, 258380, 467169, 466472…
$ SELLING_PRICE <dbl> 3000000, 3880000, 3325000, 4250000, 1400000, 1…
$ AREA_SQM <dbl> 309, 290, 248, 127, 145, 139, 218, 141, 165, 1…
$ AGE <dbl> 30, 32, 33, 7, 28, 22, 24, 24, 27, 31, 17, 22,…
$ PROX_CBD <dbl> 7.941259, 6.609797, 6.898000, 4.038861, 11.783…
$ PROX_CHILDCARE <dbl> 0.16597932, 0.28027246, 0.42922669, 0.39473543…
$ PROX_ELDERLYCARE <dbl> 2.5198118, 1.9333338, 0.5021395, 1.9910316, 1.…
$ PROX_URA_GROWTH_AREA <dbl> 6.618741, 7.505109, 6.463887, 4.906512, 6.4106…
$ PROX_HAWKER_MARKET <dbl> 1.76542207, 0.54507614, 0.37789301, 1.68259969…
$ PROX_KINDERGARTEN <dbl> 0.05835552, 0.61592412, 0.14120309, 0.38200076…
$ PROX_MRT <dbl> 0.5607188, 0.6584461, 0.3053433, 0.6910183, 0.…
$ PROX_PARK <dbl> 1.1710446, 0.1992269, 0.2779886, 0.9832843, 0.…
$ PROX_PRIMARY_SCH <dbl> 1.6340256, 0.9747834, 1.4715016, 1.4546324, 0.…
$ PROX_TOP_PRIMARY_SCH <dbl> 3.3273195, 0.9747834, 1.4715016, 2.3006394, 0.…
$ PROX_SHOPPING_MALL <dbl> 2.2102717, 2.9374279, 1.2256850, 0.3525671, 1.…
$ PROX_SUPERMARKET <dbl> 0.9103958, 0.5900617, 0.4135583, 0.4162219, 0.…
$ PROX_BUS_STOP <dbl> 0.10336166, 0.28673408, 0.28504777, 0.29872340…
$ NO_Of_UNITS <dbl> 18, 20, 27, 30, 30, 31, 32, 32, 32, 32, 34, 34…
$ FAMILY_FRIENDLY <dbl> 0, 0, 0, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0…
$ FREEHOLD <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1…
$ LEASEHOLD_99YR <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ LOG_SELLING_PRICE <dbl> 14.91412, 15.17135, 15.01698, 15.26243, 14.151…
$ MLR_RES <dbl> -1489099.55, 415494.57, 194129.69, 1088992.71,…
$ Intercept <dbl> 2050011.67, 1633128.24, 3433608.17, 234358.91,…
$ AREA_SQM.1 <dbl> 9561.892, 16576.853, 13091.861, 20730.601, 672…
$ AGE.1 <dbl> -9514.634, -58185.479, -26707.386, -93308.988,…
$ PROX_CBD.1 <dbl> -120681.94, -149434.22, -259397.77, 2426853.66…
$ PROX_CHILDCARE.1 <dbl> 319266.925, 441102.177, -120116.816, 480825.28…
$ PROX_ELDERLYCARE.1 <dbl> -393417.795, 325188.741, 535855.806, 314783.72…
$ PROX_URA_GROWTH_AREA.1 <dbl> -159980.203, -142290.389, -253621.206, -267929…
$ PROX_MRT.1 <dbl> -299742.96, -2510522.23, -936853.28, -2039479.…
$ PROX_PARK.1 <dbl> -172104.47, 523379.72, 209099.85, -759153.26, …
$ PROX_PRIMARY_SCH.1 <dbl> 242668.03, 1106830.66, 571462.33, 3127477.21, …
$ PROX_SHOPPING_MALL.1 <dbl> 300881.390, -87693.378, -126732.712, -29593.34…
$ PROX_BUS_STOP.1 <dbl> 1210615.44, 1843587.22, 1411924.90, 7225577.51…
$ NO_Of_UNITS.1 <dbl> 104.8290640, -288.3441183, -9.5532945, -161.35…
$ FAMILY_FRIENDLY.1 <dbl> -9075.370, 310074.664, 5949.746, 1556178.531, …
$ FREEHOLD.1 <dbl> 303955.61, 396221.27, 168821.75, 1212515.58, 3…
$ y <dbl> 3000000, 3880000, 3325000, 4250000, 1400000, 1…
$ yhat <dbl> 2886531.8, 3466801.5, 3616527.2, 5435481.6, 13…
$ residual <dbl> 113468.16, 413198.52, -291527.20, -1185481.63,…
$ CV_Score <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ Stud_residual <dbl> 0.38207013, 1.01433140, -0.83780678, -2.846146…
$ Intercept_SE <dbl> 516105.5, 488083.5, 963711.4, 444185.5, 211962…
$ AREA_SQM_SE <dbl> 823.2860, 825.2380, 988.2240, 617.4007, 1376.2…
$ AGE_SE <dbl> 5889.782, 6226.916, 6510.236, 6010.511, 8180.3…
$ PROX_CBD_SE <dbl> 37411.22, 23615.06, 56103.77, 469337.41, 41064…
$ PROX_CHILDCARE_SE <dbl> 319111.1, 299705.3, 349128.5, 304965.2, 698720…
$ PROX_ELDERLYCARE_SE <dbl> 120633.34, 84546.69, 129687.07, 127150.69, 327…
$ PROX_URA_GROWTH_AREA_SE <dbl> 56207.39, 76956.50, 95774.60, 470762.12, 47433…
$ PROX_MRT_SE <dbl> 185181.3, 281133.9, 275483.7, 279877.1, 363830…
$ PROX_PARK_SE <dbl> 205499.6, 229358.7, 314124.3, 227249.4, 364580…
$ PROX_PRIMARY_SCH_SE <dbl> 152400.7, 165150.7, 196662.6, 240878.9, 249087…
$ PROX_SHOPPING_MALL_SE <dbl> 109268.8, 98906.8, 119913.3, 177104.1, 301032.…
$ PROX_BUS_STOP_SE <dbl> 600668.6, 410222.1, 464156.7, 562810.8, 740922…
$ NO_Of_UNITS_SE <dbl> 218.1258, 208.9410, 210.9828, 361.7767, 299.50…
$ FAMILY_FRIENDLY_SE <dbl> 131474.73, 114989.07, 146607.22, 108726.62, 16…
$ FREEHOLD_SE <dbl> 115954.0, 130110.0, 141031.5, 138239.1, 210641…
$ Intercept_TV <dbl> 3.9720784, 3.3460017, 3.5629010, 0.5276150, 1.…
$ AREA_SQM_TV <dbl> 11.614302, 20.087361, 13.247868, 33.577223, 4.…
$ AGE_TV <dbl> -1.6154474, -9.3441881, -4.1023685, -15.524301…
$ PROX_CBD_TV <dbl> -3.22582173, -6.32792021, -4.62353528, 5.17080…
$ PROX_CHILDCARE_TV <dbl> 1.000488185, 1.471786337, -0.344047555, 1.5766…
$ PROX_ELDERLYCARE_TV <dbl> -3.26126929, 3.84626245, 4.13191383, 2.4756745…
$ PROX_URA_GROWTH_AREA_TV <dbl> -2.846248368, -1.848971738, -2.648105057, -5.6…
$ PROX_MRT_TV <dbl> -1.61864578, -8.92998600, -3.40075727, -7.2870…
$ PROX_PARK_TV <dbl> -0.83749312, 2.28192684, 0.66565951, -3.340617…
$ PROX_PRIMARY_SCH_TV <dbl> 1.59230221, 6.70194543, 2.90580089, 12.9836104…
$ PROX_SHOPPING_MALL_TV <dbl> 2.753588422, -0.886626400, -1.056869486, -0.16…
$ PROX_BUS_STOP_TV <dbl> 2.0154464, 4.4941192, 3.0419145, 12.8383775, 0…
$ NO_Of_UNITS_TV <dbl> 0.480589953, -1.380026395, -0.045279967, -0.44…
$ FAMILY_FRIENDLY_TV <dbl> -0.06902748, 2.69655779, 0.04058290, 14.312764…
$ FREEHOLD_TV <dbl> 2.6213469, 3.0452799, 1.1970499, 8.7711485, 1.…
$ Local_R2 <dbl> 0.8846744, 0.8899773, 0.8947007, 0.9073605, 0.…
$ coords.x1 <dbl> 22085.12, 25656.84, 23963.99, 27044.28, 41042.…
$ coords.x2 <dbl> 29951.54, 34546.20, 32890.80, 32319.77, 33743.…
$ geometry <POINT [m]> POINT (22085.12 29951.54), POINT (25656.…
summary(gwr.adaptive$SDF$yhat) Min. 1st Qu. Median Mean 3rd Qu. Max.
171347 1102001 1385528 1751842 1982307 13887901
10.5 Visualizing Local R2
The following code creates an interactive map showing local R2 values:
tmap_mode("view")
tm_shape(mpsz_svy21) +
tm_polygons(alpha = 0.1) +
tm_shape(condo_resale.sf.adaptive) +
tm_dots(col = "Local_R2", border.col = "gray60", border.lwd = 1) +
tm_view(set.zoom.limits = c(11, 14))tmap_mode("plot")10.6 Visualizing Coefficient Estimates
We can visualize the standard errors and t-values of the AREA_SQM coefficient using the code below:
tmap_mode("view")
AREA_SQM_SE <- tm_shape(mpsz_svy21) +
tm_polygons(alpha = 0.1) +
tm_shape(condo_resale.sf.adaptive) +
tm_dots(col = "AREA_SQM_SE", border.col = "gray60", border.lwd = 1) +
tm_view(set.zoom.limits = c(11, 14))
AREA_SQM_TV <- tm_shape(mpsz_svy21) +
tm_polygons(alpha = 0.1) +
tm_shape(condo_resale.sf.adaptive) +
tm_dots(col = "AREA_SQM_TV", border.col = "gray60", border.lwd = 1) +
tm_view(set.zoom.limits = c(11, 14))
tmap_arrange(AREA_SQM_SE, AREA_SQM_TV, asp = 1, ncol = 2, sync = TRUE)tmap_mode("plot")10.6.1 By URA Planning Region
tm_shape(mpsz_svy21[mpsz_svy21$REGION_N == "CENTRAL REGION", ]) +
tm_polygons() +
tm_shape(condo_resale.sf.adaptive) +
tm_bubbles(col = "Local_R2", size = 0.15, border.col = "gray60", border.lwd = 1)